BibTeX records: Sanjeev R. Kulkarni

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@article{DBLP:journals/corr/abs-2402-11800,
  author       = {Arman Adibi and
                  Nicol{\`{o}} Dal Fabbro and
                  Luca Schenato and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor and
                  George J. Pappas and
                  Hamed Hassani and
                  Aritra Mitra},
  title        = {Stochastic Approximation with Delayed Updates: Finite-Time Rates under
                  Markovian Sampling},
  journal      = {CoRR},
  volume       = {abs/2402.11800},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.11800},
  doi          = {10.48550/ARXIV.2402.11800},
  eprinttype    = {arXiv},
  eprint       = {2402.11800},
  timestamp    = {Mon, 26 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-11800.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-17247,
  author       = {Nicol{\`{o}} Dal Fabbro and
                  Arman Adibi and
                  H. Vincent Poor and
                  Sanjeev R. Kulkarni and
                  Aritra Mitra and
                  George J. Pappas},
  title        = {{DASA:} Delay-Adaptive Multi-Agent Stochastic Approximation},
  journal      = {CoRR},
  volume       = {abs/2403.17247},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2403.17247},
  doi          = {10.48550/ARXIV.2403.17247},
  eprinttype    = {arXiv},
  eprint       = {2403.17247},
  timestamp    = {Wed, 10 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-17247.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciss/YangAK23,
  author       = {Kun Yang and
                  Mohammad Mohammadi Amiri and
                  Sanjeev R. Kulkarni},
  title        = {Greedy Centroid Initialization for Federated K-means},
  booktitle    = {57th Annual Conference on Information Sciences and Systems, {CISS}
                  2023, Baltimore, MD, USA, March 22-24, 2023},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/CISS56502.2023.10089666},
  doi          = {10.1109/CISS56502.2023.10089666},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ciss/YangAK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-00638,
  author       = {Zhixu Tao and
                  Kun Yang and
                  Sanjeev R. Kulkarni},
  title        = {Byzantine-Robust Clustered Federated Learning},
  journal      = {CoRR},
  volume       = {abs/2306.00638},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.00638},
  doi          = {10.48550/ARXIV.2306.00638},
  eprinttype    = {arXiv},
  eprint       = {2306.00638},
  timestamp    = {Wed, 14 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-00638.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-09977,
  author       = {Soham Jana and
                  Kun Yang and
                  Sanjeev R. Kulkarni},
  title        = {Adversarially robust clustering with optimality guarantees},
  journal      = {CoRR},
  volume       = {abs/2306.09977},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.09977},
  doi          = {10.48550/ARXIV.2306.09977},
  eprinttype    = {arXiv},
  eprint       = {2306.09977},
  timestamp    = {Fri, 23 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-09977.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-08912,
  author       = {Pengcheng Fang and
                  Peng Gao and
                  Yun Peng and
                  Qingzhao Zhang and
                  Tao Xie and
                  Dawn Song and
                  Prateek Mittal and
                  Sanjeev R. Kulkarni and
                  Zhuotao Liu and
                  Xusheng Xiao},
  title        = {{CONTRACTFIX:} {A} Framework for Automatically Fixing Vulnerabilities
                  in Smart Contracts},
  journal      = {CoRR},
  volume       = {abs/2307.08912},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2307.08912},
  doi          = {10.48550/ARXIV.2307.08912},
  eprinttype    = {arXiv},
  eprint       = {2307.08912},
  timestamp    = {Mon, 08 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2307-08912.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-09413,
  author       = {Viraj Nadkarni and
                  Jiachen Hu and
                  Ranvir Rana and
                  Chi Jin and
                  Sanjeev R. Kulkarni and
                  Pramod Viswanath},
  title        = {ZeroSwap: Data-driven Optimal Market Making in DeFi},
  journal      = {CoRR},
  volume       = {abs/2310.09413},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.09413},
  doi          = {10.48550/ARXIV.2310.09413},
  eprinttype    = {arXiv},
  eprint       = {2310.09413},
  timestamp    = {Wed, 25 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-09413.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/twc/AmiriGKP22,
  author       = {Mohammad Mohammadi Amiri and
                  Deniz G{\"{u}}nd{\"{u}}z and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Convergence of Federated Learning Over a Noisy Downlink},
  journal      = {{IEEE} Trans. Wirel. Commun.},
  volume       = {21},
  number       = {3},
  pages        = {1422--1437},
  year         = {2022},
  url          = {https://doi.org/10.1109/TWC.2021.3103874},
  doi          = {10.1109/TWC.2021.3103874},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/twc/AmiriGKP22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/twc/AmiriGKP21,
  author       = {Mohammad Mohammadi Amiri and
                  Deniz G{\"{u}}nd{\"{u}}z and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Convergence of Update Aware Device Scheduling for Federated Learning
                  at the Wireless Edge},
  journal      = {{IEEE} Trans. Wirel. Commun.},
  volume       = {20},
  number       = {6},
  pages        = {3643--3658},
  year         = {2021},
  url          = {https://doi.org/10.1109/TWC.2021.3052681},
  doi          = {10.1109/TWC.2021.3052681},
  timestamp    = {Tue, 13 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/twc/AmiriGKP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/twc/AmiriDGKP21,
  author       = {Mohammad Mohammadi Amiri and
                  Tolga M. Duman and
                  Deniz G{\"{u}}nd{\"{u}}z and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Blind Federated Edge Learning},
  journal      = {{IEEE} Trans. Wirel. Commun.},
  volume       = {20},
  number       = {8},
  pages        = {5129--5143},
  year         = {2021},
  url          = {https://doi.org/10.1109/TWC.2021.3065920},
  doi          = {10.1109/TWC.2021.3065920},
  timestamp    = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/twc/AmiriDGKP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/GaoSLXQXMKS21,
  author       = {Peng Gao and
                  Fei Shao and
                  Xiaoyuan Liu and
                  Xusheng Xiao and
                  Zheng Qin and
                  Fengyuan Xu and
                  Prateek Mittal and
                  Sanjeev R. Kulkarni and
                  Dawn Song},
  title        = {Enabling Efficient Cyber Threat Hunting With Cyber Threat Intelligence},
  booktitle    = {37th {IEEE} International Conference on Data Engineering, {ICDE} 2021,
                  Chania, Greece, April 19-22, 2021},
  pages        = {193--204},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ICDE51399.2021.00024},
  doi          = {10.1109/ICDE51399.2021.00024},
  timestamp    = {Wed, 08 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icde/GaoSLXQXMKS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/GaoSLXLQXMKS21,
  author       = {Peng Gao and
                  Fei Shao and
                  Xiaoyuan Liu and
                  Xusheng Xiao and
                  Haoyuan Liu and
                  Zheng Qin and
                  Fengyuan Xu and
                  Prateek Mittal and
                  Sanjeev R. Kulkarni and
                  Dawn Song},
  title        = {A System for Efficiently Hunting for Cyber Threats in Computer Systems
                  Using Threat Intelligence},
  booktitle    = {37th {IEEE} International Conference on Data Engineering, {ICDE} 2021,
                  Chania, Greece, April 19-22, 2021},
  pages        = {2705--2708},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ICDE51399.2021.00309},
  doi          = {10.1109/ICDE51399.2021.00309},
  timestamp    = {Wed, 08 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icde/GaoSLXLQXMKS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spawc/AmiriKP21,
  author       = {Mohammad Mohammadi Amiri and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Federated Learning with Downlink Device Selection},
  booktitle    = {22nd {IEEE} International Workshop on Signal Processing Advances in
                  Wireless Communications, {SPAWC} 2021, Lucca, Italy, September 27-30,
                  2021},
  pages        = {306--310},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/SPAWC51858.2021.9593132},
  doi          = {10.1109/SPAWC51858.2021.9593132},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/spawc/AmiriKP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-06761,
  author       = {Peng Gao and
                  Fei Shao and
                  Xiaoyuan Liu and
                  Xusheng Xiao and
                  Haoyuan Liu and
                  Zheng Qin and
                  Fengyuan Xu and
                  Prateek Mittal and
                  Sanjeev R. Kulkarni and
                  Dawn Song},
  title        = {A System for Efficiently Hunting for Cyber Threats in Computer Systems
                  Using Threat Intelligence},
  journal      = {CoRR},
  volume       = {abs/2101.06761},
  year         = {2021},
  url          = {https://arxiv.org/abs/2101.06761},
  eprinttype    = {arXiv},
  eprint       = {2101.06761},
  timestamp    = {Wed, 08 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2101-06761.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-03510,
  author       = {Mohammad Mohammadi Amiri and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Federated Learning with Downlink Device Selection},
  journal      = {CoRR},
  volume       = {abs/2107.03510},
  year         = {2021},
  url          = {https://arxiv.org/abs/2107.03510},
  eprinttype    = {arXiv},
  eprint       = {2107.03510},
  timestamp    = {Tue, 20 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2107-03510.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AbbeKL20,
  author       = {Emmanuel Abbe and
                  Sanjeev R. Kulkarni and
                  Eun Jee Lee},
  title        = {Generalized Nonbacktracking Bounds on the Influence},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {31:1--31:36},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-112.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/AbbeKL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/GaoXLJCKM20,
  author       = {Peng Gao and
                  Xusheng Xiao and
                  Ding Li and
                  Kangkook Jee and
                  Haifeng Chen and
                  Sanjeev R. Kulkarni and
                  Prateek Mittal},
  title        = {Querying Streaming System Monitoring Data for Enterprise System Anomaly
                  Detection},
  booktitle    = {36th {IEEE} International Conference on Data Engineering, {ICDE} 2020,
                  Dallas, TX, USA, April 20-24, 2020},
  pages        = {1774--1777},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ICDE48307.2020.00167},
  doi          = {10.1109/ICDE48307.2020.00167},
  timestamp    = {Wed, 08 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icde/GaoXLJCKM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/AmiriGKP20,
  author       = {Mohammad Mohammadi Amiri and
                  Deniz G{\"{u}}nd{\"{u}}z and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Update Aware Device Scheduling for Federated Learning at the Wireless
                  Edge},
  booktitle    = {{IEEE} International Symposium on Information Theory, {ISIT} 2020,
                  Los Angeles, CA, USA, June 21-26, 2020},
  pages        = {2598--2603},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ISIT44484.2020.9173960},
  doi          = {10.1109/ISIT44484.2020.9173960},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/isit/AmiriGKP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-10402,
  author       = {Mohammad Mohammadi Amiri and
                  Deniz G{\"{u}}nd{\"{u}}z and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Update Aware Device Scheduling for Federated Learning at the Wireless
                  Edge},
  journal      = {CoRR},
  volume       = {abs/2001.10402},
  year         = {2020},
  url          = {https://arxiv.org/abs/2001.10402},
  eprinttype    = {arXiv},
  eprint       = {2001.10402},
  timestamp    = {Thu, 30 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2001-10402.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-10672,
  author       = {Mohammad Mohammadi Amiri and
                  Deniz G{\"{u}}nd{\"{u}}z and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Federated Learning With Quantized Global Model Updates},
  journal      = {CoRR},
  volume       = {abs/2006.10672},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.10672},
  eprinttype    = {arXiv},
  eprint       = {2006.10672},
  timestamp    = {Tue, 23 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-10672.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-11141,
  author       = {Mohammad Mohammadi Amiri and
                  Deniz G{\"{u}}nd{\"{u}}z and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Convergence of Federated Learning over a Noisy Downlink},
  journal      = {CoRR},
  volume       = {abs/2008.11141},
  year         = {2020},
  url          = {https://arxiv.org/abs/2008.11141},
  eprinttype    = {arXiv},
  eprint       = {2008.11141},
  timestamp    = {Fri, 28 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2008-11141.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-10030,
  author       = {Mohammad Mohammadi Amiri and
                  Tolga M. Duman and
                  Deniz G{\"{u}}nd{\"{u}}z and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Blind Federated Edge Learning},
  journal      = {CoRR},
  volume       = {abs/2010.10030},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.10030},
  eprinttype    = {arXiv},
  eprint       = {2010.10030},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-10030.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-13637,
  author       = {Peng Gao and
                  Fei Shao and
                  Xiaoyuan Liu and
                  Xusheng Xiao and
                  Zheng Qin and
                  Fengyuan Xu and
                  Prateek Mittal and
                  Sanjeev R. Kulkarni and
                  Dawn Song},
  title        = {Enabling Efficient Cyber Threat Hunting With Cyber Threat Intelligence},
  journal      = {CoRR},
  volume       = {abs/2010.13637},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.13637},
  eprinttype    = {arXiv},
  eprint       = {2010.13637},
  timestamp    = {Wed, 08 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-13637.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/GaoXLJXKM19,
  author       = {Peng Gao and
                  Xusheng Xiao and
                  Zhichun Li and
                  Kangkook Jee and
                  Fengyuan Xu and
                  Sanjeev R. Kulkarni and
                  Prateek Mittal},
  title        = {A Query System for Efficiently Investigating Complex Attack Behaviors
                  for Enterprise Security},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {12},
  number       = {12},
  pages        = {1802--1805},
  year         = {2019},
  url          = {http://www.vldb.org/pvldb/vol12/p1802-gao.pdf},
  doi          = {10.14778/3352063.3352070},
  timestamp    = {Wed, 08 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pvldb/GaoXLJXKM19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-08159,
  author       = {Peng Gao and
                  Xusheng Xiao and
                  Ding Li and
                  Zhichun Li and
                  Kangkook Jee and
                  Zhenyu Wu and
                  Chung Hwan Kim and
                  Sanjeev R. Kulkarni and
                  Prateek Mittal},
  title        = {A Stream-based Query System for Efficiently Detecting Abnormal System
                  Behaviors for Enterprise Security},
  journal      = {CoRR},
  volume       = {abs/1903.08159},
  year         = {2019},
  url          = {http://arxiv.org/abs/1903.08159},
  eprinttype    = {arXiv},
  eprint       = {1903.08159},
  timestamp    = {Wed, 08 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1903-08159.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cns/GaoWGKTM18,
  author       = {Peng Gao and
                  Binghui Wang and
                  Neil Zhenqiang Gong and
                  Sanjeev R. Kulkarni and
                  Kurt Thomas and
                  Prateek Mittal},
  title        = {{SYBILFUSE:} Combining Local Attributes with Global Structure to Perform
                  Robust Sybil Detection},
  booktitle    = {2018 {IEEE} Conference on Communications and Network Security, {CNS}
                  2018, Beijing, China, May 30 - June 1, 2018},
  pages        = {1--9},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/CNS.2018.8433147},
  doi          = {10.1109/CNS.2018.8433147},
  timestamp    = {Wed, 08 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cns/GaoWGKTM18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/usenix/GaoXLXKM18,
  author       = {Peng Gao and
                  Xusheng Xiao and
                  Zhichun Li and
                  Fengyuan Xu and
                  Sanjeev R. Kulkarni and
                  Prateek Mittal},
  editor       = {Haryadi S. Gunawi and
                  Benjamin C. Reed},
  title        = {{AIQL:} Enabling Efficient Attack Investigation from System Monitoring
                  Data},
  booktitle    = {2018 {USENIX} Annual Technical Conference, {USENIX} {ATC} 2018, Boston,
                  MA, USA, July 11-13, 2018},
  pages        = {113--126},
  publisher    = {{USENIX} Association},
  year         = {2018},
  url          = {https://www.usenix.org/conference/atc18/presentation/gao},
  timestamp    = {Sat, 25 Feb 2023 23:39:37 +0100},
  biburl       = {https://dblp.org/rec/conf/usenix/GaoXLXKM18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uss/GaoXLLJWKKM18,
  author       = {Peng Gao and
                  Xusheng Xiao and
                  Ding Li and
                  Zhichun Li and
                  Kangkook Jee and
                  Zhenyu Wu and
                  Chung Hwan Kim and
                  Sanjeev R. Kulkarni and
                  Prateek Mittal},
  editor       = {William Enck and
                  Adrienne Porter Felt},
  title        = {{SAQL:} {A} Stream-based Query System for Real-Time Abnormal System
                  Behavior Detection},
  booktitle    = {27th {USENIX} Security Symposium, {USENIX} Security 2018, Baltimore,
                  MD, USA, August 15-17, 2018},
  pages        = {639--656},
  publisher    = {{USENIX} Association},
  year         = {2018},
  url          = {https://www.usenix.org/conference/usenixsecurity18/presentation/gao-peng},
  timestamp    = {Wed, 08 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/uss/GaoXLLJWKKM18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-06772,
  author       = {Peng Gao and
                  Binghui Wang and
                  Neil Zhenqiang Gong and
                  Sanjeev R. Kulkarni and
                  Kurt Thomas and
                  Prateek Mittal},
  title        = {SybilFuse: Combining Local Attributes with Global Structure to Perform
                  Robust Sybil Detection},
  journal      = {CoRR},
  volume       = {abs/1803.06772},
  year         = {2018},
  url          = {http://arxiv.org/abs/1803.06772},
  eprinttype    = {arXiv},
  eprint       = {1803.06772},
  timestamp    = {Wed, 08 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1803-06772.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-02290,
  author       = {Peng Gao and
                  Xusheng Xiao and
                  Zhichun Li and
                  Kangkook Jee and
                  Fengyuan Xu and
                  Sanjeev R. Kulkarni and
                  Prateek Mittal},
  title        = {{AIQL:} Enabling Efficient Attack Investigation from System Monitoring
                  Data},
  journal      = {CoRR},
  volume       = {abs/1806.02290},
  year         = {2018},
  url          = {http://arxiv.org/abs/1806.02290},
  eprinttype    = {arXiv},
  eprint       = {1806.02290},
  timestamp    = {Wed, 08 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1806-02290.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-09339,
  author       = {Peng Gao and
                  Xusheng Xiao and
                  Ding Li and
                  Zhichun Li and
                  Kangkook Jee and
                  Zhenyu Wu and
                  Chung Hwan Kim and
                  Sanjeev R. Kulkarni and
                  Prateek Mittal},
  title        = {{SAQL:} {A} Stream-based Query System for Real-Time Abnormal System
                  Behavior Detection},
  journal      = {CoRR},
  volume       = {abs/1806.09339},
  year         = {2018},
  url          = {http://arxiv.org/abs/1806.09339},
  eprinttype    = {arXiv},
  eprint       = {1806.09339},
  timestamp    = {Wed, 08 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1806-09339.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-03464,
  author       = {Peng Gao and
                  Xusheng Xiao and
                  Zhichun Li and
                  Kangkook Jee and
                  Fengyuan Xu and
                  Sanjeev R. Kulkarni and
                  Prateek Mittal},
  title        = {A Query Tool for Efficiently Investigating Risky Software Behaviors},
  journal      = {CoRR},
  volume       = {abs/1810.03464},
  year         = {2018},
  url          = {http://arxiv.org/abs/1810.03464},
  eprinttype    = {arXiv},
  eprint       = {1810.03464},
  timestamp    = {Wed, 08 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1810-03464.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AbbeKL17,
  author       = {Emmanuel Abbe and
                  Sanjeev R. Kulkarni and
                  Eun Jee Lee},
  editor       = {Isabelle Guyon and
                  Ulrike von Luxburg and
                  Samy Bengio and
                  Hanna M. Wallach and
                  Rob Fergus and
                  S. V. N. Vishwanathan and
                  Roman Garnett},
  title        = {Nonbacktracking Bounds on the Influence in Independent Cascade Models},
  booktitle    = {Advances in Neural Information Processing Systems 30: Annual Conference
                  on Neural Information Processing Systems 2017, December 4-9, 2017,
                  Long Beach, CA, {USA}},
  pages        = {1407--1416},
  year         = {2017},
  url          = {https://proceedings.neurips.cc/paper/2017/hash/8b5040a8a5baf3e0e67386c2e3a9b903-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 13:58:27 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/AbbeKL17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AbbeKL17,
  author       = {Emmanuel Abbe and
                  Sanjeev R. Kulkarni and
                  Eun Jee Lee},
  title        = {Nonbacktracking Bounds on the Influence in Independent Cascade Models},
  journal      = {CoRR},
  volume       = {abs/1706.05295},
  year         = {2017},
  url          = {http://arxiv.org/abs/1706.05295},
  eprinttype    = {arXiv},
  eprint       = {1706.05295},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/AbbeKL17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/OzayEVKP16,
  author       = {Mete Ozay and
                  Inaki Esnaola and
                  Fatos T{\"{u}}nay Yarman Vural and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Machine Learning Methods for Attack Detection in the Smart Grid},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {27},
  number       = {8},
  pages        = {1773--1786},
  year         = {2016},
  url          = {https://doi.org/10.1109/TNNLS.2015.2404803},
  doi          = {10.1109/TNNLS.2015.2404803},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tnn/OzayEVKP16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/JainKV16,
  author       = {Aman Jain and
                  Sanjeev R. Kulkarni and
                  Sergio Verd{\'{u}}},
  title        = {Energy efficiency of wireless cooperation},
  booktitle    = {54th Annual Allerton Conference on Communication, Control, and Computing,
                  Allerton 2016, Monticello, IL, USA, September 27-30, 2016},
  pages        = {664--671},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/ALLERTON.2016.7852295},
  doi          = {10.1109/ALLERTON.2016.7852295},
  timestamp    = {Wed, 16 Oct 2019 14:14:55 +0200},
  biburl       = {https://dblp.org/rec/conf/allerton/JainKV16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciss/LeeKAK16,
  author       = {Eun Jee Lee and
                  Sudeep Kamath and
                  Emmanuel Abbe and
                  Sanjeev R. Kulkarni},
  title        = {Spectral bounds for independent cascade model with sensitive edges},
  booktitle    = {2016 Annual Conference on Information Science and Systems, {CISS}
                  2016, Princeton, NJ, USA, March 16-18, 2016},
  pages        = {649--653},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/CISS.2016.7460579},
  doi          = {10.1109/CISS.2016.7460579},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/ciss/LeeKAK16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/ShangCHK15,
  author       = {Shang Shang and
                  Paul Cuff and
                  Pan Hui and
                  Sanjeev R. Kulkarni},
  title        = {An Upper Bound on the Convergence Time for Quantized Consensus of
                  Arbitrary Static Graphs},
  journal      = {{IEEE} Trans. Autom. Control.},
  volume       = {60},
  number       = {4},
  pages        = {1127--1132},
  year         = {2015},
  url          = {https://doi.org/10.1109/TAC.2014.2342071},
  doi          = {10.1109/TAC.2014.2342071},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tac/ShangCHK15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OzayEYKP15,
  author       = {Mete Ozay and
                  Inaki Esnaola and
                  Fatos T. Yarman{-}Vural and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Sparse Attack Construction and State Estimation in the Smart Grid:
                  Centralized and Distributed Models},
  journal      = {CoRR},
  volume       = {abs/1502.04254},
  year         = {2015},
  url          = {http://arxiv.org/abs/1502.04254},
  eprinttype    = {arXiv},
  eprint       = {1502.04254},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/OzayEYKP15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OzayYKP15,
  author       = {Mete Ozay and
                  Fatos T. Yarman{-}Vural and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Fusion of Image Segmentation Algorithms using Consensus Clustering},
  journal      = {CoRR},
  volume       = {abs/1502.05435},
  year         = {2015},
  url          = {http://arxiv.org/abs/1502.05435},
  eprinttype    = {arXiv},
  eprint       = {1502.05435},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/OzayYKP15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GaoGKTM15,
  author       = {Peng Gao and
                  Neil Zhenqiang Gong and
                  Sanjeev R. Kulkarni and
                  Kurt Thomas and
                  Prateek Mittal},
  title        = {SybilFrame: {A} Defense-in-Depth Framework for Structure-Based Sybil
                  Detection},
  journal      = {CoRR},
  volume       = {abs/1503.02985},
  year         = {2015},
  url          = {http://arxiv.org/abs/1503.02985},
  eprinttype    = {arXiv},
  eprint       = {1503.02985},
  timestamp    = {Wed, 08 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/GaoGKTM15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OzayEYKP15a,
  author       = {Mete {\"{O}}zay and
                  Inaki Esnaola and
                  Fatos T. Yarman{-}Vural and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Machine Learning Methods for Attack Detection in the Smart Grid},
  journal      = {CoRR},
  volume       = {abs/1503.06468},
  year         = {2015},
  url          = {http://arxiv.org/abs/1503.06468},
  eprinttype    = {arXiv},
  eprint       = {1503.06468},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/OzayEYKP15a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XuEZFKX15,
  author       = {Pingmei Xu and
                  Krista A. Ehinger and
                  Yinda Zhang and
                  Adam Finkelstein and
                  Sanjeev R. Kulkarni and
                  Jianxiong Xiao},
  title        = {TurkerGaze: Crowdsourcing Saliency with Webcam based Eye Tracking},
  journal      = {CoRR},
  volume       = {abs/1504.06755},
  year         = {2015},
  url          = {http://arxiv.org/abs/1504.06755},
  eprinttype    = {arXiv},
  eprint       = {1504.06755},
  timestamp    = {Fri, 20 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/XuEZFKX15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/LozanoKS14,
  author       = {Aur{\'{e}}lie C. Lozano and
                  Sanjeev R. Kulkarni and
                  Robert E. Schapire},
  title        = {Convergence and Consistency of Regularized Boosting With Weakly Dependent
                  Observations},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {60},
  number       = {1},
  pages        = {651--660},
  year         = {2014},
  url          = {https://doi.org/10.1109/TIT.2013.2287726},
  doi          = {10.1109/TIT.2013.2287726},
  timestamp    = {Fri, 29 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tit/LozanoKS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/ShangWCK14,
  author       = {Shang Shang and
                  Tiance Wang and
                  Paul Cuff and
                  Sanjeev R. Kulkarni},
  title        = {The application of differential privacy for rank aggregation: Privacy
                  and accuracy},
  booktitle    = {17th International Conference on Information Fusion, {FUSION} 2014,
                  Salamanca, Spain, July 7-10, 2014},
  pages        = {1--7},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://ieeexplore.ieee.org/document/6916096/},
  timestamp    = {Mon, 09 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/fusion/ShangWCK14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/ZhangK14,
  author       = {Zhuo Zhang and
                  Sanjeev R. Kulkarni},
  title        = {Detection of shilling attacks in recommender systems via spectral
                  clustering},
  booktitle    = {17th International Conference on Information Fusion, {FUSION} 2014,
                  Salamanca, Spain, July 7-10, 2014},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://ieeexplore.ieee.org/document/6916282/},
  timestamp    = {Mon, 09 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/fusion/ZhangK14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobisys/ZhangHKP14,
  author       = {Zhuo Zhang and
                  Pan Hui and
                  Sanjeev R. Kulkarni and
                  Christoph Peylo},
  editor       = {Mooi Choo Chuah and
                  Pan Hui},
  title        = {Enabling an augmented reality ecosystem: a content-oriented survey},
  booktitle    = {Proceedings of the 2014 Workshop on Mobile Augmented Reality and Robotic
                  Technology-Based Systems, {MARS} 2014, Bretton Woods, New Hampshire,
                  USA, June 16, 2014},
  pages        = {41--46},
  publisher    = {{ACM}},
  year         = {2014},
  url          = {https://doi.org/10.1145/2609829.2609835},
  doi          = {10.1145/2609829.2609835},
  timestamp    = {Tue, 24 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/mobisys/ZhangHKP14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/ShangHHCK14,
  author       = {Shang Shang and
                  Yuk Hui and
                  Pan Hui and
                  Paul Cuff and
                  Sanjeev R. Kulkarni},
  editor       = {Yookun Cho and
                  Sung Y. Shin and
                  Sang{-}Wook Kim and
                  Chih{-}Cheng Hung and
                  Jiman Hong},
  title        = {Beyond personalization and anonymity: towards a group-based recommender
                  system},
  booktitle    = {Symposium on Applied Computing, {SAC} 2014, Gyeongju, Republic of
                  Korea - March 24 - 28, 2014},
  pages        = {266--273},
  publisher    = {{ACM}},
  year         = {2014},
  url          = {https://doi.org/10.1145/2554850.2554924},
  doi          = {10.1145/2554850.2554924},
  timestamp    = {Tue, 24 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sac/ShangHHCK14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShangCHK14,
  author       = {Shang Shang and
                  Paul W. Cuff and
                  Pan Hui and
                  Sanjeev R. Kulkarni},
  title        = {An Upper Bound on the Convergence Time for Quantized Consensus of
                  Arbitrary Static Graphs},
  journal      = {CoRR},
  volume       = {abs/1409.6828},
  year         = {2014},
  url          = {http://arxiv.org/abs/1409.6828},
  eprinttype    = {arXiv},
  eprint       = {1409.6828},
  timestamp    = {Tue, 24 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/ShangCHK14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShangWCK14,
  author       = {Shang Shang and
                  Tiance Wang and
                  Paul W. Cuff and
                  Sanjeev R. Kulkarni},
  title        = {The Application of Differential Privacy for Rank Aggregation: Privacy
                  and Accuracy},
  journal      = {CoRR},
  volume       = {abs/1409.6831},
  year         = {2014},
  url          = {http://arxiv.org/abs/1409.6831},
  eprinttype    = {arXiv},
  eprint       = {1409.6831},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ShangWCK14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangHKC14,
  author       = {Tiance Wang and
                  Pan Hui and
                  Sanjeev R. Kulkarni and
                  Paul W. Cuff},
  title        = {Cooperative Caching based on File Popularity Ranking in Delay Tolerant
                  Networks},
  journal      = {CoRR},
  volume       = {abs/1409.7047},
  year         = {2014},
  url          = {http://arxiv.org/abs/1409.7047},
  eprinttype    = {arXiv},
  eprint       = {1409.7047},
  timestamp    = {Tue, 24 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/WangHKC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/anor/ZhengKP13,
  author       = {Haipeng Zheng and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {A sequential predictor retraining algorithm and its application to
                  market prediction},
  journal      = {Ann. Oper. Res.},
  volume       = {208},
  number       = {1},
  pages        = {209--225},
  year         = {2013},
  url          = {https://doi.org/10.1007/s10479-013-1396-2},
  doi          = {10.1007/S10479-013-1396-2},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/anor/ZhengKP13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejasp/YuKP13,
  author       = {Jieqi Yu and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Dimension expansion and customized spring potentials for sensor localization},
  journal      = {{EURASIP} J. Adv. Signal Process.},
  volume       = {2013},
  pages        = {20},
  year         = {2013},
  url          = {https://doi.org/10.1186/1687-6180-2013-20},
  doi          = {10.1186/1687-6180-2013-20},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ejasp/YuKP13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsac/OzayEYKP13,
  author       = {Mete Ozay and
                  Inaki Esnaola and
                  Fatos T. Yarman{-}Vural and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Sparse Attack Construction and State Estimation in the Smart Grid:
                  Centralized and Distributed Models},
  journal      = {{IEEE} J. Sel. Areas Commun.},
  volume       = {31},
  number       = {7},
  pages        = {1306--1318},
  year         = {2013},
  url          = {https://doi.org/10.1109/JSAC.2013.130713},
  doi          = {10.1109/JSAC.2013.130713},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jsac/OzayEYKP13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/LundenKKP13,
  author       = {Jarmo Lund{\'{e}}n and
                  Sanjeev R. Kulkarni and
                  Visa Koivunen and
                  H. Vincent Poor},
  title        = {Multiagent Reinforcement Learning Based Spectrum Sensing Policies
                  for Cognitive Radio Networks},
  journal      = {{IEEE} J. Sel. Top. Signal Process.},
  volume       = {7},
  number       = {5},
  pages        = {858--868},
  year         = {2013},
  url          = {https://doi.org/10.1109/JSTSP.2013.2259797},
  doi          = {10.1109/JSTSP.2013.2259797},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jstsp/LundenKKP13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/LiuZHQK13,
  author       = {Mengjuan Liu and
                  Zhuo Zhang and
                  Pan Hui and
                  Yujie Qin and
                  Sanjeev R. Kulkarni},
  editor       = {Jon G. Rokne and
                  Christos Faloutsos},
  title        = {Measurement and understanding of cyberlocker URL-sharing sites: focus
                  on movie files},
  booktitle    = {Advances in Social Networks Analysis and Mining 2013, {ASONAM} '13,
                  Niagara, ON, Canada - August 25 - 29, 2013},
  pages        = {902--909},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2492517.2500303},
  doi          = {10.1145/2492517.2500303},
  timestamp    = {Thu, 11 Mar 2021 17:04:51 +0100},
  biburl       = {https://dblp.org/rec/conf/asunam/LiuZHQK13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/OzayYKP13,
  author       = {Mete Ozay and
                  Fatos T. Yarman{-}Vural and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Fusion of image segmentation algorithms using consensus clustering},
  booktitle    = {{IEEE} International Conference on Image Processing, {ICIP} 2013,
                  Melbourne, Australia, September 15-18, 2013},
  pages        = {4049--4053},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/ICIP.2013.6738834},
  doi          = {10.1109/ICIP.2013.6738834},
  timestamp    = {Wed, 16 Oct 2019 14:14:52 +0200},
  biburl       = {https://dblp.org/rec/conf/icip/OzayYKP13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/ShangCHK13,
  author       = {Shang Shang and
                  Paul W. Cuff and
                  Pan Hui and
                  Sanjeev R. Kulkarni},
  title        = {An upper bound on the convergence time for quantized consensus},
  booktitle    = {Proceedings of the {IEEE} {INFOCOM} 2013, Turin, Italy, April 14-19,
                  2013},
  pages        = {600--604},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/INFCOM.2013.6566843},
  doi          = {10.1109/INFCOM.2013.6566843},
  timestamp    = {Tue, 24 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/infocom/ShangCHK13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/ZhangK13,
  author       = {Zhuo Zhang and
                  Sanjeev R. Kulkarni},
  title        = {Graph-based detection of shilling attacks in recommender systems},
  booktitle    = {{IEEE} International Workshop on Machine Learning for Signal Processing,
                  {MLSP} 2013, Southampton, United Kingdom, September 22-25, 2013},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/MLSP.2013.6661953},
  doi          = {10.1109/MLSP.2013.6661953},
  timestamp    = {Wed, 25 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/mlsp/ZhangK13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ZhangSKH13,
  author       = {Zhuo Zhang and
                  Shang Shang and
                  Sanjeev R. Kulkarni and
                  Pan Hui},
  editor       = {Qiang Yang and
                  Irwin King and
                  Qing Li and
                  Pearl Pu and
                  George Karypis},
  title        = {Improving augmented reality using recommender systems},
  booktitle    = {Seventh {ACM} Conference on Recommender Systems, RecSys '13, Hong
                  Kong, China, October 12-16, 2013},
  pages        = {173--176},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2507157.2507211},
  doi          = {10.1145/2507157.2507211},
  timestamp    = {Tue, 24 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/recsys/ZhangSKH13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1305-0540,
  author       = {Shang Shang and
                  Yuk Hui and
                  Pan Hui and
                  Paul W. Cuff and
                  Sanjeev R. Kulkarni},
  title        = {Privacy Preserving Recommendation System Based on Groups},
  journal      = {CoRR},
  volume       = {abs/1305.0540},
  year         = {2013},
  url          = {http://arxiv.org/abs/1305.0540},
  eprinttype    = {arXiv},
  eprint       = {1305.0540},
  timestamp    = {Tue, 24 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1305-0540.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/AkansuKAB12,
  author       = {Ali N. Akansu and
                  Sanjeev R. Kulkarni and
                  Marco Avellaneda and
                  Andrew R. Barron},
  title        = {Introduction to the Issue on Signal Processing Methods in Finance
                  and Electronic Trading},
  journal      = {{IEEE} J. Sel. Top. Signal Process.},
  volume       = {6},
  number       = {4},
  pages        = {297},
  year         = {2012},
  url          = {https://doi.org/10.1109/JSTSP.2012.2204911},
  doi          = {10.1109/JSTSP.2012.2204911},
  timestamp    = {Thu, 09 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jstsp/AkansuKAB12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/ShutinZKP12,
  author       = {Dmitriy Shutin and
                  Christoph Zechner and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Regularized Variational Bayesian Learning of Echo State Networks with
                  Delay{\&}Sum Readout},
  journal      = {Neural Comput.},
  volume       = {24},
  number       = {4},
  pages        = {967--995},
  year         = {2012},
  url          = {https://doi.org/10.1162/NECO\_a\_00253},
  doi          = {10.1162/NECO\_A\_00253},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/neco/ShutinZKP12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/YuKP12,
  author       = {Jieqi Yu and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Robust ellipse and spheroid fitting},
  journal      = {Pattern Recognit. Lett.},
  volume       = {33},
  number       = {5},
  pages        = {492--499},
  year         = {2012},
  url          = {https://doi.org/10.1016/j.patrec.2011.11.025},
  doi          = {10.1016/J.PATREC.2011.11.025},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/prl/YuKP12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/JainGKPV12,
  author       = {Aman Jain and
                  Deniz G{\"{u}}nd{\"{u}}z and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor and
                  Sergio Verd{\'{u}}},
  title        = {Energy-Distortion Tradeoffs in Gaussian Joint Source-Channel Coding
                  Problems},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {58},
  number       = {5},
  pages        = {3153--3168},
  year         = {2012},
  url          = {https://doi.org/10.1109/TIT.2012.2184912},
  doi          = {10.1109/TIT.2012.2184912},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tit/JainGKPV12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/ShutinKP12,
  author       = {Dmitriy Shutin and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Incremental Reformulated Automatic Relevance Determination},
  journal      = {{IEEE} Trans. Signal Process.},
  volume       = {60},
  number       = {9},
  pages        = {4977--4981},
  year         = {2012},
  url          = {https://doi.org/10.1109/TSP.2012.2200478},
  doi          = {10.1109/TSP.2012.2200478},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tsp/ShutinKP12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/WangSCK12,
  author       = {Tiance Wang and
                  John Sturm and
                  Paul W. Cuff and
                  Sanjeev R. Kulkarni},
  title        = {Condorcet voting methods avoid the paradoxes of voting theory},
  booktitle    = {50th Annual Allerton Conference on Communication, Control, and Computing,
                  Allerton 2012, Allerton Park {\&} Retreat Center, Monticello,
                  IL, USA, October 1-5, 2012},
  pages        = {201--203},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/Allerton.2012.6483218},
  doi          = {10.1109/ALLERTON.2012.6483218},
  timestamp    = {Wed, 16 Oct 2019 14:14:55 +0200},
  biburl       = {https://dblp.org/rec/conf/allerton/WangSCK12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/ShangCKH12,
  author       = {Shang Shang and
                  Paul W. Cuff and
                  Sanjeev R. Kulkarni and
                  Pan Hui},
  title        = {An upper bound on the convergence time for distributed binary consensus},
  booktitle    = {15th International Conference on Information Fusion, {FUSION} 2012,
                  Singapore, July 9-12, 2012},
  pages        = {369--375},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://ieeexplore.ieee.org/document/6289826/},
  timestamp    = {Mon, 09 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/fusion/ShangCKH12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/ShangKCH12,
  author       = {Shang Shang and
                  Sanjeev R. Kulkarni and
                  Paul W. Cuff and
                  Pan Hui},
  title        = {A randomwalk based model incorporating social information for recommendations},
  booktitle    = {{IEEE} International Workshop on Machine Learning for Signal Processing,
                  {MLSP} 2012, Santander, Spain, September 23-26, 2012},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/MLSP.2012.6349732},
  doi          = {10.1109/MLSP.2012.6349732},
  timestamp    = {Tue, 24 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/mlsp/ShangKCH12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/ZhangCK12,
  author       = {Zhuo Zhang and
                  Paul Cuff and
                  Sanjeev R. Kulkarni},
  title        = {Iterative collaborative filtering for recommender systems with sparse
                  data},
  booktitle    = {{IEEE} International Workshop on Machine Learning for Signal Processing,
                  {MLSP} 2012, Santander, Spain, September 23-26, 2012},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/MLSP.2012.6349711},
  doi          = {10.1109/MLSP.2012.6349711},
  timestamp    = {Wed, 25 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/mlsp/ZhangCK12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smartgridcomm/OzayEYKP12,
  author       = {Mete Ozay and
                  Inaki Esnaola and
                  Fatos T. Yarman{-}Vural and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Distributed models for sparse attack construction and state vector
                  estimation in the smart grid},
  booktitle    = {{IEEE} Third International Conference on Smart Grid Communications,
                  SmartGridComm 2012, Tainan, Taiwan, November 5-8, 2012},
  pages        = {306--311},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/SmartGridComm.2012.6486001},
  doi          = {10.1109/SMARTGRIDCOMM.2012.6486001},
  timestamp    = {Fri, 27 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/smartgridcomm/OzayEYKP12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smartgridcomm/OzayEYKP12a,
  author       = {Mete Ozay and
                  Inaki Esnaola and
                  Fatos T. Yarman{-}Vural and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Smarter security in the smart grid},
  booktitle    = {{IEEE} Third International Conference on Smart Grid Communications,
                  SmartGridComm 2012, Tainan, Taiwan, November 5-8, 2012},
  pages        = {312--317},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/SmartGridComm.2012.6486002},
  doi          = {10.1109/SMARTGRIDCOMM.2012.6486002},
  timestamp    = {Fri, 27 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/smartgridcomm/OzayEYKP12a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1208-0525,
  author       = {Shang Shang and
                  Paul W. Cuff and
                  Sanjeev R. Kulkarni and
                  Pan Hui},
  title        = {An Upper Bound on the Convergence Time for Distributed Binary Consensus},
  journal      = {CoRR},
  volume       = {abs/1208.0525},
  year         = {2012},
  url          = {http://arxiv.org/abs/1208.0525},
  eprinttype    = {arXiv},
  eprint       = {1208.0525},
  timestamp    = {Tue, 24 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1208-0525.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1208-0782,
  author       = {Shang Shang and
                  Pan Hui and
                  Sanjeev R. Kulkarni and
                  Paul W. Cuff},
  title        = {Wisdom of the Crowd: Incorporating Social Influence in Recommendation
                  Models},
  journal      = {CoRR},
  volume       = {abs/1208.0782},
  year         = {2012},
  url          = {http://arxiv.org/abs/1208.0782},
  eprinttype    = {arXiv},
  eprint       = {1208.0782},
  timestamp    = {Tue, 24 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1208-0782.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1208-0787,
  author       = {Shang Shang and
                  Sanjeev R. Kulkarni and
                  Paul W. Cuff and
                  Pan Hui},
  title        = {A Random Walk Based Model Incorporating Social Information for Recommendations},
  journal      = {CoRR},
  volume       = {abs/1208.0787},
  year         = {2012},
  url          = {http://arxiv.org/abs/1208.0787},
  eprinttype    = {arXiv},
  eprint       = {1208.0787},
  timestamp    = {Tue, 24 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1208-0787.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1208-0788,
  author       = {Shang Shang and
                  Paul W. Cuff and
                  Pan Hui and
                  Sanjeev R. Kulkarni},
  title        = {An Upper Bound on the Convergence Time for Quantized Consensus},
  journal      = {CoRR},
  volume       = {abs/1208.0788},
  year         = {2012},
  url          = {http://arxiv.org/abs/1208.0788},
  eprinttype    = {arXiv},
  eprint       = {1208.0788},
  timestamp    = {Tue, 24 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1208-0788.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/da/WangKPO11,
  author       = {Guanchun Wang and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor and
                  Daniel N. Osherson},
  title        = {Aggregating Large Sets of Probabilistic Forecasts by Weighted Coherent
                  Adjustment},
  journal      = {Decis. Anal.},
  volume       = {8},
  number       = {2},
  pages        = {128--144},
  year         = {2011},
  url          = {https://doi.org/10.1287/deca.1110.0206},
  doi          = {10.1287/DECA.1110.0206},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/da/WangKPO11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/PollakABCK11,
  author       = {Ilya Pollak and
                  Marco Avellaneda and
                  Emmanuel Bacry and
                  Rama Cont and
                  Sanjeev R. Kulkarni},
  title        = {Improving the Visibility of Financial Applications Among Signal Processing
                  Researchers[From the Guest Editors]},
  journal      = {{IEEE} Signal Process. Mag.},
  volume       = {28},
  number       = {5},
  pages        = {14--15},
  year         = {2011},
  url          = {https://doi.org/10.1109/MSP.2011.941547},
  doi          = {10.1109/MSP.2011.941547},
  timestamp    = {Thu, 08 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/spm/PollakABCK11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/JainKV11,
  author       = {Aman Jain and
                  Sanjeev R. Kulkarni and
                  Sergio Verd{\'{u}}},
  title        = {Multicasting in Large Wireless Networks: Bounds on the Minimum Energy
                  Per Bit},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {57},
  number       = {1},
  pages        = {14--32},
  year         = {2011},
  url          = {https://doi.org/10.1109/TIT.2010.2090228},
  doi          = {10.1109/TIT.2010.2090228},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tit/JainKV11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/WagnerVK11,
  author       = {Aaron B. Wagner and
                  Pramod Viswanath and
                  Sanjeev R. Kulkarni},
  title        = {Probability Estimation in the Rare-Events Regime},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {57},
  number       = {6},
  pages        = {3207--3229},
  year         = {2011},
  url          = {https://doi.org/10.1109/TIT.2011.2137210},
  doi          = {10.1109/TIT.2011.2137210},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tit/WagnerVK11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/JainKV11a,
  author       = {Aman Jain and
                  Sanjeev R. Kulkarni and
                  Sergio Verd{\'{u}}},
  title        = {Energy Efficiency of Decode-and-Forward for Wideband Wireless Multicasting},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {57},
  number       = {12},
  pages        = {7695--7713},
  year         = {2011},
  url          = {https://doi.org/10.1109/TIT.2011.2170120},
  doi          = {10.1109/TIT.2011.2170120},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tit/JainKV11a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/ZhengKP11,
  author       = {Haipeng Zheng and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Attribute-Distributed Learning: Models, Limits, and Algorithms},
  journal      = {{IEEE} Trans. Signal Process.},
  volume       = {59},
  number       = {1},
  pages        = {386--398},
  year         = {2011},
  url          = {https://doi.org/10.1109/TSP.2010.2088393},
  doi          = {10.1109/TSP.2010.2088393},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tsp/ZhengKP11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/ShutinBKP11,
  author       = {Dmitriy Shutin and
                  Thomas Buchgraber and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Fast Variational Sparse Bayesian Learning With Automatic Relevance
                  Determination for Superimposed Signals},
  journal      = {{IEEE} Trans. Signal Process.},
  volume       = {59},
  number       = {12},
  pages        = {6257--6261},
  year         = {2011},
  url          = {https://doi.org/10.1109/TSP.2011.2168217},
  doi          = {10.1109/TSP.2011.2168217},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tsp/ShutinBKP11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/camsap/ShutinKP11,
  author       = {Dmitriy Shutin and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Stationary point variational Bayesian attribute-distributed sparse
                  learning with {\(\mathscr{l}\)}1 sparsity constraints},
  booktitle    = {4th {IEEE} International Workshop on Computational Advances in Multi-Sensor
                  Adaptive Processing, {CAMSAP} 2011, San Juan, PR, USA, December 13-16,
                  2011},
  pages        = {277--280},
  publisher    = {{IEEE}},
  year         = {2011},
  url          = {https://doi.org/10.1109/CAMSAP.2011.6136003},
  doi          = {10.1109/CAMSAP.2011.6136003},
  timestamp    = {Wed, 16 Oct 2019 14:14:56 +0200},
  biburl       = {https://dblp.org/rec/conf/camsap/ShutinKP11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/camsap/LundenKKP11,
  author       = {Jarmo Lund{\'{e}}n and
                  Visa Koivunen and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Exploiting spatial diversity in multiagent reinforcement learning
                  based spectrum sensing},
  booktitle    = {4th {IEEE} International Workshop on Computational Advances in Multi-Sensor
                  Adaptive Processing, {CAMSAP} 2011, San Juan, PR, USA, December 13-16,
                  2011},
  pages        = {325--328},
  publisher    = {{IEEE}},
  year         = {2011},
  url          = {https://doi.org/10.1109/CAMSAP.2011.6136016},
  doi          = {10.1109/CAMSAP.2011.6136016},
  timestamp    = {Tue, 23 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/camsap/LundenKKP11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/camsap/YuKP11,
  author       = {Jieqi Yu and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {A distributed spring model algorithm for sensor localization using
                  dimension expansion and hyperbolic tangential force},
  booktitle    = {4th {IEEE} International Workshop on Computational Advances in Multi-Sensor
                  Adaptive Processing, {CAMSAP} 2011, San Juan, PR, USA, December 13-16,
                  2011},
  pages        = {381--384},
  publisher    = {{IEEE}},
  year         = {2011},
  url          = {https://doi.org/10.1109/CAMSAP.2011.6136032},
  doi          = {10.1109/CAMSAP.2011.6136032},
  timestamp    = {Tue, 23 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/camsap/YuKP11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciss/WangKPO11,
  author       = {Guanchun Wang and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor and
                  Daniel N. Osherson},
  title        = {Improving aggregated forecasts of probability},
  booktitle    = {45st Annual Conference on Information Sciences and Systems, {CISS}
                  2011, The John Hopkins University, Baltimore, MD, USA, 23-25 March
                  2011},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2011},
  url          = {https://doi.org/10.1109/CISS.2011.5766208},
  doi          = {10.1109/CISS.2011.5766208},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/ciss/WangKPO11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciss/ZhengKP11,
  author       = {Haipeng Zheng and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Consensus clustering: The Filtered Stochastic Best-One-Element-Move
                  Algorithm},
  booktitle    = {45st Annual Conference on Information Sciences and Systems, {CISS}
                  2011, The John Hopkins University, Baltimore, MD, USA, 23-25 March
                  2011},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2011},
  url          = {https://doi.org/10.1109/CISS.2011.5766165},
  doi          = {10.1109/CISS.2011.5766165},
  timestamp    = {Fri, 19 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ciss/ZhengKP11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/AftabRCK11,
  author       = {Hamza Aftab and
                  Nevin Raj and
                  Paul W. Cuff and
                  Sanjeev R. Kulkarni},
  title        = {Mutual information scheduling for ranking},
  booktitle    = {Proceedings of the 14th International Conference on Information Fusion,
                  {FUSION} 2011, Chicago, Illinois, USA, July 5-8, 2011},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2011},
  url          = {https://ieeexplore.ieee.org/document/5977497/},
  timestamp    = {Mon, 09 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/fusion/AftabRCK11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ShutinBKP11,
  author       = {Dmitriy Shutin and
                  Thomas Buchgraber and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Fast adaptive variational sparse Bayesian learning with automatic
                  relevance determination},
  booktitle    = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
                  and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress
                  Center, Prague, Czech Republic},
  pages        = {2180--2183},
  publisher    = {{IEEE}},
  year         = {2011},
  url          = {https://doi.org/10.1109/ICASSP.2011.5946760},
  doi          = {10.1109/ICASSP.2011.5946760},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/ShutinBKP11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/WuZCKP11,
  author       = {Yiyue Wu and
                  Haipeng Zheng and
                  A. Robert Calderbank and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {On optimal precoding in wireless multicast systems},
  booktitle    = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
                  and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress
                  Center, Prague, Czech Republic},
  pages        = {3068--3071},
  publisher    = {{IEEE}},
  year         = {2011},
  url          = {https://doi.org/10.1109/ICASSP.2011.5946306},
  doi          = {10.1109/ICASSP.2011.5946306},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/WuZCKP11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpads/ShangHKC11,
  author       = {Shang Shang and
                  Pan Hui and
                  Sanjeev R. Kulkarni and
                  Paul W. Cuff},
  title        = {Wisdom of the Crowd: Incorporating Social Influence in Recommendation
                  Models},
  booktitle    = {17th {IEEE} International Conference on Parallel and Distributed Systems,
                  {ICPADS} 2011, Tainan, Taiwan, December 7-9, 2011},
  pages        = {835--840},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/ICPADS.2011.150},
  doi          = {10.1109/ICPADS.2011.150},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icpads/ShangHKC11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejasp/YuZKP10,
  author       = {Jieqi Yu and
                  Haipeng Zheng and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Two-Stage Outlier Elimination for Robust Curve and Surface Fitting},
  journal      = {{EURASIP} J. Adv. Signal Process.},
  volume       = {2010},
  year         = {2010},
  url          = {https://doi.org/10.1155/2010/154891},
  doi          = {10.1155/2010/154891},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ejasp/YuZKP10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/Perez-CruzK10,
  author       = {Fernando P{\'{e}}rez{-}Cruz and
                  Sanjeev R. Kulkarni},
  title        = {Robust and Low Complexity Distributed Kernel Least Squares Learning
                  in Sensor Networks},
  journal      = {{IEEE} Signal Process. Lett.},
  volume       = {17},
  number       = {4},
  pages        = {355--358},
  year         = {2010},
  url          = {https://doi.org/10.1109/LSP.2010.2040926},
  doi          = {10.1109/LSP.2010.2040926},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/spl/Perez-CruzK10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/ZhengKP10,
  author       = {Haipeng Zheng and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Attribute-distributed learning: The iterative covariance optimization
                  algorithm and its applications},
  booktitle    = {American Control Conference, {ACC} 2010, Baltimore, Maryland, USA,
                  June 30 - July 2, 2010},
  pages        = {6783--6788},
  publisher    = {{IEEE}},
  year         = {2010},
  url          = {https://doi.org/10.1109/ACC.2010.5531627},
  doi          = {10.1109/ACC.2010.5531627},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/amcc/ZhengKP10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogip/ShutinZFKP10,
  author       = {Dmitriy Shutin and
                  Haipeng Zheng and
                  Bernard H. Fleury and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Space-alternating attribute-distributed sparse learning},
  booktitle    = {2nd International Workshop on Cognitive Information Processing, {CIP}
                  2010, Elba, Italy, 14-16 June, 2010},
  pages        = {209--214},
  publisher    = {{IEEE}},
  year         = {2010},
  url          = {https://doi.org/10.1109/CIP.2010.5604254},
  doi          = {10.1109/CIP.2010.5604254},
  timestamp    = {Wed, 16 Oct 2019 14:14:48 +0200},
  biburl       = {https://dblp.org/rec/conf/cogip/ShutinZFKP10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ZhengKP10,
  author       = {Haipeng Zheng and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Agent selection for regression on attribute distributed data},
  booktitle    = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
                  and Signal Processing, {ICASSP} 2010, 14-19 March 2010, Sheraton Dallas
                  Hotel, Dallas, Texas, {USA}},
  pages        = {2242--2245},
  publisher    = {{IEEE}},
  year         = {2010},
  url          = {https://doi.org/10.1109/ICASSP.2010.5495825},
  doi          = {10.1109/ICASSP.2010.5495825},
  timestamp    = {Fri, 19 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/ZhengKP10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/JainGKPV10,
  author       = {Aman Jain and
                  Deniz G{\"{u}}nd{\"{u}}z and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor and
                  Sergio Verd{\'{u}}},
  title        = {Energy efficient lossy transmission over sensor networks with feedback},
  booktitle    = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
                  and Signal Processing, {ICASSP} 2010, 14-19 March 2010, Sheraton Dallas
                  Hotel, Dallas, Texas, {USA}},
  pages        = {5558--5561},
  publisher    = {{IEEE}},
  year         = {2010},
  url          = {https://doi.org/10.1109/ICASSP.2010.5495231},
  doi          = {10.1109/ICASSP.2010.5495231},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/JainGKPV10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/JainKV10,
  author       = {Aman Jain and
                  Sanjeev R. Kulkarni and
                  Sergio Verd{\'{u}}},
  title        = {Minimum Energy per Bit for Wideband Wireless Multicasting: Performance
                  of Decode-and-Forward},
  booktitle    = {{INFOCOM} 2010. 29th {IEEE} International Conference on Computer Communications,
                  Joint Conference of the {IEEE} Computer and Communications Societies,
                  15-19 March 2010, San Diego, CA, {USA}},
  pages        = {2393--2401},
  publisher    = {{IEEE}},
  year         = {2010},
  url          = {https://doi.org/10.1109/INFCOM.2010.5462066},
  doi          = {10.1109/INFCOM.2010.5462066},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/infocom/JainKV10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ita/JainGKPV10,
  author       = {Aman Jain and
                  Deniz G{\"{u}}nd{\"{u}}z and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor and
                  Sergio Verd{\'{u}}},
  title        = {Energy-distortion tradeoff with multiple sources and feedback},
  booktitle    = {Information Theory and Applications Workshop, {ITA} 2010, San Diego,
                  California, USA, January 31 - February 5, 2010},
  pages        = {142--146},
  publisher    = {{IEEE}},
  year         = {2010},
  url          = {https://doi.org/10.1109/ITA.2010.5454131},
  doi          = {10.1109/ITA.2010.5454131},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/ita/JainGKPV10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftcit/WangKV09,
  author       = {Qing Wang and
                  Sanjeev R. Kulkarni and
                  Sergio Verd{\'{u}}},
  title        = {Universal Estimation of Information Measures for Analog Sources},
  journal      = {Found. Trends Commun. Inf. Theory},
  volume       = {5},
  number       = {3},
  pages        = {265--353},
  year         = {2009},
  url          = {https://doi.org/10.1561/0100000021},
  doi          = {10.1561/0100000021},
  timestamp    = {Wed, 12 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ftcit/WangKV09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/PreddKP09,
  author       = {Joel B. Predd and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {A Collaborative Training Algorithm for Distributed Learning},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {55},
  number       = {4},
  pages        = {1856--1871},
  year         = {2009},
  url          = {https://doi.org/10.1109/TIT.2009.2012992},
  doi          = {10.1109/TIT.2009.2012992},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tit/PreddKP09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/WangKP09,
  author       = {Chih{-}Chun Wang and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Finding all small error-prone substructures in {LDPC} codes},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {55},
  number       = {5},
  pages        = {1976--1999},
  year         = {2009},
  url          = {https://doi.org/10.1109/TIT.2009.2015993},
  doi          = {10.1109/TIT.2009.2015993},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tit/WangKP09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/WangKV09,
  author       = {Qing Wang and
                  Sanjeev R. Kulkarni and
                  Sergio Verd{\'{u}}},
  title        = {Divergence estimation for multidimensional densities via k-nearest-neighbor
                  distances},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {55},
  number       = {5},
  pages        = {2392--2405},
  year         = {2009},
  url          = {https://doi.org/10.1109/TIT.2009.2016060},
  doi          = {10.1109/TIT.2009.2016060},
  timestamp    = {Wed, 12 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tit/WangKV09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/PreddSLOPK09,
  author       = {Joel B. Predd and
                  Robert Seiringer and
                  Elliott H. Lieb and
                  Daniel N. Osherson and
                  H. Vincent Poor and
                  Sanjeev R. Kulkarni},
  title        = {Probabilistic coherence and proper scoring rules},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {55},
  number       = {10},
  pages        = {4786--4792},
  year         = {2009},
  url          = {https://doi.org/10.1109/TIT.2009.2027573},
  doi          = {10.1109/TIT.2009.2027573},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tit/PreddSLOPK09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/twc/DengHK09,
  author       = {Jing Deng and
                  Yunghsiang S. Han and
                  Sanjeev R. Kulkarni},
  title        = {Can multiple subchannels improve the delay performance of RTS/CTS-based
                  {MAC} schemes?},
  journal      = {{IEEE} Trans. Wirel. Commun.},
  volume       = {8},
  number       = {4},
  pages        = {1591--1596},
  year         = {2009},
  url          = {https://doi.org/10.1109/TWC.2009.060932},
  doi          = {10.1109/TWC.2009.060932},
  timestamp    = {Sun, 06 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/twc/DengHK09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/JainKV09,
  author       = {Aman Jain and
                  Sanjeev R. Kulkarni and
                  Sergio Verd{\'{u}}},
  title        = {Minimum energy per bit for Gaussian broadcast channels with common
                  message and cooperating receivers},
  booktitle    = {47th Annual Allerton Conference on Communication, Control, and Computing,
                  Allerton 2009, Monticello, IL, USA, September 30 - October 2, 2009},
  pages        = {740--747},
  publisher    = {{IEEE}},
  year         = {2009},
  url          = {https://doi.org/10.1109/ALLERTON.2009.5394932},
  doi          = {10.1109/ALLERTON.2009.5394932},
  timestamp    = {Wed, 29 Nov 2023 20:15:57 +0100},
  biburl       = {https://dblp.org/rec/conf/allerton/JainKV09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciss/WangKP09,
  author       = {Guanchun Wang and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Aggregating disparate judgments using a coherence penalty},
  booktitle    = {43rd Annual Conference on Information Sciences and Systems, {CISS}
                  2009, The John Hopkins University, Baltimore, MD, USA, 18-20 March
                  2009},
  pages        = {23--27},
  publisher    = {{IEEE}},
  year         = {2009},
  url          = {https://doi.org/10.1109/CISS.2009.5054683},
  doi          = {10.1109/CISS.2009.5054683},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/ciss/WangKP09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/ZhengKP09,
  author       = {Haipeng Zheng and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Cooperative training for attribute-distributed data: Trade-off between
                  data transmission and performance},
  booktitle    = {12th International Conference on Information Fusion, {FUSION} '09,
                  Seattle, Washington, USA, July 6-9, 2009},
  pages        = {664--671},
  publisher    = {{IEEE}},
  year         = {2009},
  url          = {https://ieeexplore.ieee.org/document/5203804/},
  timestamp    = {Mon, 09 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/fusion/ZhengKP09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/JainKV09,
  author       = {Aman Jain and
                  Sanjeev R. Kulkarni and
                  Sergio Verd{\'{u}}},
  title        = {Multicasting in large random wireless networks: Bounds on the minimum
                  energy per bit},
  booktitle    = {{IEEE} International Symposium on Information Theory, {ISIT} 2009,
                  June 28 - July 3, 2009, Seoul, Korea, Proceedings},
  pages        = {2627--2631},
  publisher    = {{IEEE}},
  year         = {2009},
  url          = {https://doi.org/10.1109/ISIT.2009.5205947},
  doi          = {10.1109/ISIT.2009.5205947},
  timestamp    = {Wed, 16 Oct 2019 14:14:48 +0200},
  biburl       = {https://dblp.org/rec/conf/isit/JainKV09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/Perez-CruzK09,
  author       = {Fernando P{\'{e}}rez{-}Cruz and
                  Sanjeev R. Kulkarni},
  title        = {Distributed least square for consensus building in sensor networks},
  booktitle    = {{IEEE} International Symposium on Information Theory, {ISIT} 2009,
                  June 28 - July 3, 2009, Seoul, Korea, Proceedings},
  pages        = {2877--2881},
  publisher    = {{IEEE}},
  year         = {2009},
  url          = {https://doi.org/10.1109/ISIT.2009.5205336},
  doi          = {10.1109/ISIT.2009.5205336},
  timestamp    = {Wed, 24 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/isit/Perez-CruzK09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0905-3858,
  author       = {Aman Jain and
                  Sanjeev R. Kulkarni and
                  Sergio Verd{\'{u}}},
  title        = {Multicasting in Large Wireless Networks: Bounds on the Minimum Energy
                  per Bit},
  journal      = {CoRR},
  volume       = {abs/0905.3858},
  year         = {2009},
  url          = {http://arxiv.org/abs/0905.3858},
  eprinttype    = {arXiv},
  eprint       = {0905.3858},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-0905-3858.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0907-5141,
  author       = {Haipeng Zheng and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Cooperative Training for Attribute-Distributed Data: Trade-off Between
                  Data Transmission and Performance},
  journal      = {CoRR},
  volume       = {abs/0907.5141},
  year         = {2009},
  url          = {http://arxiv.org/abs/0907.5141},
  eprinttype    = {arXiv},
  eprint       = {0907.5141},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-0907-5141.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0907-5168,
  author       = {Haipeng Zheng and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Collaborative Training in Sensor Networks: {A} graphical model approach},
  journal      = {CoRR},
  volume       = {abs/0907.5168},
  year         = {2009},
  url          = {http://arxiv.org/abs/0907.5168},
  eprinttype    = {arXiv},
  eprint       = {0907.5168},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-0907-5168.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/da/PreddOKP08,
  author       = {Joel B. Predd and
                  Daniel N. Osherson and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Aggregating Probabilistic Forecasts from Incoherent and Abstaining
                  Experts},
  journal      = {Decis. Anal.},
  volume       = {5},
  number       = {4},
  pages        = {177--189},
  year         = {2008},
  url          = {https://doi.org/10.1287/deca.1080.0119},
  doi          = {10.1287/DECA.1080.0119},
  timestamp    = {Wed, 22 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/da/PreddOKP08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsac/LiBCHK08,
  author       = {Hua Li and
                  Patricia R. Barbosa and
                  Edwin K. P. Chong and
                  Jan Hannig and
                  Sanjeev R. Kulkarni},
  title        = {Zero-error target tracking with limited communication},
  journal      = {{IEEE} J. Sel. Areas Commun.},
  volume       = {26},
  number       = {4},
  pages        = {686--694},
  year         = {2008},
  url          = {https://doi.org/10.1109/JSAC.2008.080510},
  doi          = {10.1109/JSAC.2008.080510},
  timestamp    = {Thu, 02 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jsac/LiBCHK08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/ZhengKP08,
  author       = {Haipeng Zheng and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Dimensionally distributed learning models and algorithm},
  booktitle    = {11th International Conference on Information Fusion, {FUSION} 2008,
                  Cologne, Germany, June 30 - July 3, 2008},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2008},
  url          = {https://ieeexplore.ieee.org/document/4632362/},
  timestamp    = {Mon, 09 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/fusion/ZhengKP08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0807-3050,
  author       = {Haipeng Zheng and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Dimensionally Distributed Learning: Models and Algorithm},
  journal      = {CoRR},
  volume       = {abs/0807.3050},
  year         = {2008},
  url          = {http://arxiv.org/abs/0807.3050},
  eprinttype    = {arXiv},
  eprint       = {0807.3050},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-0807-3050.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/WangKP07,
  author       = {Chih{-}Chun Wang and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Finite-Dimensional Bounds on BBZ\({}_{\mbox{m}}\) and Binary {LDPC}
                  Codes With Belief Propagation Decoders},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {53},
  number       = {1},
  pages        = {56--81},
  year         = {2007},
  url          = {https://doi.org/10.1109/TIT.2006.887085},
  doi          = {10.1109/TIT.2006.887085},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tit/WangKP07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/twc/LozanoKV07,
  author       = {Aur{\'{e}}lie C. Lozano and
                  Sanjeev R. Kulkarni and
                  Pramod Viswanath},
  title        = {Throughput scaling in wireless networks with restricted mobility},
  journal      = {{IEEE} Trans. Wirel. Commun.},
  volume       = {6},
  number       = {2},
  pages        = {670--679},
  year         = {2007},
  url          = {https://doi.org/10.1109/TWC.2007.05339},
  doi          = {10.1109/TWC.2007.05339},
  timestamp    = {Fri, 29 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/twc/LozanoKV07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/WagnerVK07,
  author       = {Aaron B. Wagner and
                  Pramod Viswanath and
                  Sanjeev R. Kulkarni},
  title        = {A Better Good-Turing Estimator for Sequence Probabilities},
  booktitle    = {{IEEE} International Symposium on Information Theory, {ISIT} 2007,
                  Nice, France, June 24-29, 2007},
  pages        = {2356--2360},
  publisher    = {{IEEE}},
  year         = {2007},
  url          = {https://doi.org/10.1109/ISIT.2007.4557571},
  doi          = {10.1109/ISIT.2007.4557571},
  timestamp    = {Wed, 16 Oct 2019 14:14:48 +0200},
  biburl       = {https://dblp.org/rec/conf/isit/WagnerVK07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0704-1455,
  author       = {Aaron B. Wagner and
                  Pramod Viswanath and
                  Sanjeev R. Kulkarni},
  title        = {A Better Good-Turing Estimator for Sequence Probabilities},
  journal      = {CoRR},
  volume       = {abs/0704.1455},
  year         = {2007},
  url          = {http://arxiv.org/abs/0704.1455},
  eprinttype    = {arXiv},
  eprint       = {0704.1455},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-0704-1455.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MorvaiKN07,
  author       = {Guszt{\'{a}}v Morvai and
                  Sanjeev R. Kulkarni and
                  Andrew B. Nobel},
  title        = {Regression estimation from an individual stable sequence},
  journal      = {CoRR},
  volume       = {abs/0710.2496},
  year         = {2007},
  url          = {http://arxiv.org/abs/0710.2496},
  eprinttype    = {arXiv},
  eprint       = {0710.2496},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/MorvaiKN07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NobelMK07,
  author       = {Andrew B. Nobel and
                  Guszt{\'{a}}v Morvai and
                  Sanjeev R. Kulkarni},
  title        = {Density estimation from an individual numerical sequence},
  journal      = {CoRR},
  volume       = {abs/0710.2500},
  year         = {2007},
  url          = {http://arxiv.org/abs/0710.2500},
  eprinttype    = {arXiv},
  eprint       = {0710.2500},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/NobelMK07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mor/HannigCK06,
  author       = {Jan Hannig and
                  Edwin K. P. Chong and
                  Sanjeev R. Kulkarni},
  title        = {Relative Frequencies of Generalized Simulated Annealing},
  journal      = {Math. Oper. Res.},
  volume       = {31},
  number       = {1},
  pages        = {199--216},
  year         = {2006},
  url          = {https://doi.org/10.1287/moor.1050.0177},
  doi          = {10.1287/MOOR.1050.0177},
  timestamp    = {Thu, 08 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mor/HannigCK06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/PreddKP06,
  author       = {Joel B. Predd and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Distributed learning in wireless sensor networks},
  journal      = {{IEEE} Signal Process. Mag.},
  volume       = {23},
  number       = {4},
  pages        = {56--69},
  year         = {2006},
  url          = {https://doi.org/10.1109/MSP.2006.1657817},
  doi          = {10.1109/MSP.2006.1657817},
  timestamp    = {Wed, 24 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/spm/PreddKP06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/PreddKP06,
  author       = {Joel B. Predd and
                  Sanjeev R. Kulkarni and
                  Harold Vincent Poor},
  title        = {Consistency in models for distributed learning under communication
                  constraints},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {52},
  number       = {1},
  pages        = {52--63},
  year         = {2006},
  url          = {https://doi.org/10.1109/TIT.2005.860420},
  doi          = {10.1109/TIT.2005.860420},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tit/PreddKP06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/CaiKV06,
  author       = {Haixiao Cai and
                  Sanjeev R. Kulkarni and
                  Sergio Verd{\'{u}}},
  title        = {Universal Divergence Estimation for Finite-Alphabet Sources},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {52},
  number       = {8},
  pages        = {3456--3475},
  year         = {2006},
  url          = {https://doi.org/10.1109/TIT.2006.878182},
  doi          = {10.1109/TIT.2006.878182},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tit/CaiKV06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/CaiKV06a,
  author       = {Haixiao Cai and
                  Sanjeev R. Kulkarni and
                  Sergio Verd{\'{u}}},
  title        = {An Algorithm for Universal Lossless Compression With Side Information},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {52},
  number       = {9},
  pages        = {4008--4016},
  year         = {2006},
  url          = {https://doi.org/10.1109/TIT.2006.880020},
  doi          = {10.1109/TIT.2006.880020},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tit/CaiKV06a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/SonKS06,
  author       = {Sung{-}Hyun Son and
                  Sanjeev R. Kulkarni and
                  Stuart C. Schwartz},
  title        = {Distributed estimation with dependent observations in wireless sensor
                  networks},
  booktitle    = {14th European Signal Processing Conference, {EUSIPCO} 2006, Florence,
                  Italy, September 4-8, 2006},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2006},
  url          = {https://ieeexplore.ieee.org/document/7071776/},
  timestamp    = {Mon, 09 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eusipco/SonKS06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/PreddKPO06,
  author       = {Joel B. Predd and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor and
                  Daniel N. Osherson},
  title        = {Scalable Algorithms for Aggregating Disparate Forecasts of Probability},
  booktitle    = {9th International Conference on Information Fusion, {FUSION} 2006,
                  Florence, Italy, July 10-13, 2006},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2006},
  url          = {https://doi.org/10.1109/ICIF.2006.301582},
  doi          = {10.1109/ICIF.2006.301582},
  timestamp    = {Wed, 16 Oct 2019 14:14:56 +0200},
  biburl       = {https://dblp.org/rec/conf/fusion/PreddKPO06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/WangKV06,
  author       = {Qing Wang and
                  Sanjeev R. Kulkarni and
                  Sergio Verd{\'{u}}},
  title        = {A Nearest-Neighbor Approach to Estimating Divergence between Continuous
                  Random Vectors},
  booktitle    = {Proceedings 2006 {IEEE} International Symposium on Information Theory,
                  {ISIT} 2006, The Westin Seattle, Seattle, Washington, USA, July 9-14,
                  2006},
  pages        = {242--246},
  publisher    = {{IEEE}},
  year         = {2006},
  url          = {https://doi.org/10.1109/ISIT.2006.261842},
  doi          = {10.1109/ISIT.2006.261842},
  timestamp    = {Wed, 12 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/isit/WangKV06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/WangKP06,
  author       = {Chih{-}Chun Wang and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Upper Bounding the Performance of Arbitrary Finite {LDPC} Codes on
                  Binary Erasure Channels},
  booktitle    = {Proceedings 2006 {IEEE} International Symposium on Information Theory,
                  {ISIT} 2006, The Westin Seattle, Seattle, Washington, USA, July 9-14,
                  2006},
  pages        = {411--415},
  publisher    = {{IEEE}},
  year         = {2006},
  url          = {https://doi.org/10.1109/ISIT.2006.261701},
  doi          = {10.1109/ISIT.2006.261701},
  timestamp    = {Wed, 13 Feb 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/isit/WangKP06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/LozanoK06,
  author       = {Aur{\'{e}}lie C. Lozano and
                  Sanjeev R. Kulkarni},
  title        = {Convergence and Consistency of Recursive Boosting},
  booktitle    = {Proceedings 2006 {IEEE} International Symposium on Information Theory,
                  {ISIT} 2006, The Westin Seattle, Seattle, Washington, USA, July 9-14,
                  2006},
  pages        = {2185--2189},
  publisher    = {{IEEE}},
  year         = {2006},
  url          = {https://doi.org/10.1109/ISIT.2006.261938},
  doi          = {10.1109/ISIT.2006.261938},
  timestamp    = {Fri, 29 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/isit/LozanoK06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/WagnerVK06,
  author       = {Aaron B. Wagner and
                  Pramod Viswanath and
                  Sanjeev R. Kulkarni},
  title        = {Strong Consistency of the Good-Turing Estimator},
  booktitle    = {Proceedings 2006 {IEEE} International Symposium on Information Theory,
                  {ISIT} 2006, The Westin Seattle, Seattle, Washington, USA, July 9-14,
                  2006},
  pages        = {2526--2530},
  publisher    = {{IEEE}},
  year         = {2006},
  url          = {https://doi.org/10.1109/ISIT.2006.262066},
  doi          = {10.1109/ISIT.2006.262066},
  timestamp    = {Wed, 13 Feb 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/isit/WagnerVK06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itw/PreddKP06,
  author       = {Joel B. Predd and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  editor       = {Gadiel Seroussi and
                  Alfredo Viola},
  title        = {Distributed Kernel Regression: An Algorithm for Training Collaboratively},
  booktitle    = {2006 {IEEE} Information Theory Workshop, {ITW} 2006, Punta del Este,
                  Uruguay, March 13-17, 2006},
  pages        = {332--336},
  publisher    = {{IEEE}},
  year         = {2006},
  url          = {https://doi.org/10.1109/ITW.2006.1633840},
  doi          = {10.1109/ITW.2006.1633840},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/itw/PreddKP06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-cs-0601089,
  author       = {Joel B. Predd and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Distributed Kernel Regression: An Algorithm for Training Collaboratively},
  journal      = {CoRR},
  volume       = {abs/cs/0601089},
  year         = {2006},
  url          = {http://arxiv.org/abs/cs/0601089},
  eprinttype    = {arXiv},
  eprint       = {cs/0601089},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-cs-0601089.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-cs-0601131,
  author       = {Joel B. Predd and
                  Sanjeev R. Kulkarni and
                  Daniel N. Osherson and
                  H. Vincent Poor},
  title        = {Scalable Algorithms for Aggregating Disparate Forecasts of Probability},
  journal      = {CoRR},
  volume       = {abs/cs/0601131},
  year         = {2006},
  url          = {http://arxiv.org/abs/cs/0601131},
  eprinttype    = {arXiv},
  eprint       = {cs/0601131},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-cs-0601131.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-cs-0605086,
  author       = {Chih{-}Chun Wang and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Upper Bounding the Performance of Arbitrary Finite {LDPC} Codes on
                  Binary Erasure Channels},
  journal      = {CoRR},
  volume       = {abs/cs/0605086},
  year         = {2006},
  url          = {http://arxiv.org/abs/cs/0605086},
  eprinttype    = {arXiv},
  eprint       = {cs/0605086},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-cs-0605086.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-cs-0607014,
  author       = {Aaron B. Wagner and
                  Pramod Viswanath and
                  Sanjeev R. Kulkarni},
  title        = {Strong Consistency of the Good-Turing Estimator},
  journal      = {CoRR},
  volume       = {abs/cs/0607014},
  year         = {2006},
  url          = {http://arxiv.org/abs/cs/0607014},
  eprinttype    = {arXiv},
  eprint       = {cs/0607014},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-cs-0607014.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-cs-0609046,
  author       = {Chih{-}Chun Wang and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Exhausting Error-Prone Patterns in {LDPC} Codes},
  journal      = {CoRR},
  volume       = {abs/cs/0609046},
  year         = {2006},
  url          = {http://arxiv.org/abs/cs/0609046},
  eprinttype    = {arXiv},
  eprint       = {cs/0609046},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-cs-0609046.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-cs-0610052,
  author       = {Chih{-}Chun Wang and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Finite-Dimensional Bounds on Zm and Binary {LDPC} Codes with Belief
                  Propagation Decoders},
  journal      = {CoRR},
  volume       = {abs/cs/0610052},
  year         = {2006},
  url          = {http://arxiv.org/abs/cs/0610052},
  eprinttype    = {arXiv},
  eprint       = {cs/0610052},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-cs-0610052.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aam/WangKP05,
  author       = {Chih{-}Chun Wang and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Arbitrary side observations in bandit problems},
  journal      = {Adv. Appl. Math.},
  volume       = {34},
  number       = {4},
  pages        = {903--938},
  year         = {2005},
  url          = {https://doi.org/10.1016/j.aam.2004.10.004},
  doi          = {10.1016/J.AAM.2004.10.004},
  timestamp    = {Tue, 06 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aam/WangKP05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/WangKP05,
  author       = {Chih{-}Chun Wang and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Bandit problems with side observations},
  journal      = {{IEEE} Trans. Autom. Control.},
  volume       = {50},
  number       = {3},
  pages        = {338--355},
  year         = {2005},
  url          = {https://doi.org/10.1109/TAC.2005.844079},
  doi          = {10.1109/TAC.2005.844079},
  timestamp    = {Wed, 20 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tac/WangKP05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/WangKV05,
  author       = {Qing Wang and
                  Sanjeev R. Kulkarni and
                  Sergio Verd{\'{u}}},
  title        = {Divergence Estimation of Continuous Distributions Based on Data-Dependent
                  Partitions},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {51},
  number       = {9},
  pages        = {3064--3074},
  year         = {2005},
  url          = {https://doi.org/10.1109/TIT.2005.853314},
  doi          = {10.1109/TIT.2005.853314},
  timestamp    = {Wed, 12 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tit/WangKV05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/WangKP05,
  author       = {Chih{-}Chun Wang and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Density evolution for asymmetric memoryless channels},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {51},
  number       = {12},
  pages        = {4216--4236},
  year         = {2005},
  url          = {https://doi.org/10.1109/TIT.2005.858931},
  doi          = {10.1109/TIT.2005.858931},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tit/WangKP05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/HannigCK05,
  author       = {Jan Hannig and
                  Edwin K. P. Chong and
                  Sanjeev R. Kulkarni},
  title        = {Relative Frequencies of Non-homogeneous Markov Chains in Simulated
                  Annealing and Related Algorithms},
  booktitle    = {44th {IEEE} {IEEE} Conference on Decision and Control and 8th European
                  Control Conference Control, {CDC/ECC} 2005, Seville, Spain, 12-15
                  December, 2005},
  pages        = {6626--6631},
  publisher    = {{IEEE}},
  year         = {2005},
  url          = {https://doi.org/10.1109/CDC.2005.1583226},
  doi          = {10.1109/CDC.2005.1583226},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cdc/HannigCK05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SonKSR05,
  author       = {Sung{-}Hyun Son and
                  Sanjeev R. Kulkarni and
                  Stuart C. Schwartz and
                  Mike Roan},
  title        = {Communication-estimation tradeoffs in wireless sensor networks},
  booktitle    = {2005 {IEEE} International Conference on Acoustics, Speech, and Signal
                  Processing, {ICASSP} '05, Philadelphia, Pennsylvania, USA, March 18-23,
                  2005},
  pages        = {1065--1068},
  publisher    = {{IEEE}},
  year         = {2005},
  url          = {https://doi.org/10.1109/ICASSP.2005.1416491},
  doi          = {10.1109/ICASSP.2005.1416491},
  timestamp    = {Mon, 22 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/SonKSR05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/WangKV05,
  author       = {Qing Wang and
                  Sanjeev R. Kulkarni and
                  Sergio Verd{\'{u}}},
  title        = {Universal estimation of divergence for continuous distributions via
                  data-dependent partitions},
  booktitle    = {Proceedings of the 2005 {IEEE} International Symposium on Information
                  Theory, {ISIT} 2005, Adelaide, South Australia, Australia, 4-9 September
                  2005},
  pages        = {152--156},
  publisher    = {{IEEE}},
  year         = {2005},
  url          = {https://doi.org/10.1109/ISIT.2005.1523312},
  doi          = {10.1109/ISIT.2005.1523312},
  timestamp    = {Wed, 12 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/isit/WangKV05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/ReznikKV05,
  author       = {Alex Reznik and
                  Sanjeev R. Kulkarni and
                  Sergio Verd{\'{u}}},
  title        = {Broadcast-relay channel: capacity region bounds},
  booktitle    = {Proceedings of the 2005 {IEEE} International Symposium on Information
                  Theory, {ISIT} 2005, Adelaide, South Australia, Australia, 4-9 September
                  2005},
  pages        = {820--824},
  publisher    = {{IEEE}},
  year         = {2005},
  url          = {https://doi.org/10.1109/ISIT.2005.1523451},
  doi          = {10.1109/ISIT.2005.1523451},
  timestamp    = {Fri, 15 Feb 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/isit/ReznikKV05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/LozanoK05,
  author       = {Aur{\'{e}}lie C. Lozano and
                  Sanjeev R. Kulkarni},
  title        = {A wireless network can achieve maximum throughput without each node
                  meeting all others},
  booktitle    = {Proceedings of the 2005 {IEEE} International Symposium on Information
                  Theory, {ISIT} 2005, Adelaide, South Australia, Australia, 4-9 September
                  2005},
  pages        = {2119--2123},
  publisher    = {{IEEE}},
  year         = {2005},
  url          = {https://doi.org/10.1109/ISIT.2005.1523720},
  doi          = {10.1109/ISIT.2005.1523720},
  timestamp    = {Fri, 29 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/isit/LozanoK05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/CaiKV05,
  author       = {Haixiao Cai and
                  Sanjeev R. Kulkarni and
                  Sergio Verd{\'{u}}},
  title        = {A universal lossless compressor with side information based on context
                  tree weighting},
  booktitle    = {Proceedings of the 2005 {IEEE} International Symposium on Information
                  Theory, {ISIT} 2005, Adelaide, South Australia, Australia, 4-9 September
                  2005},
  pages        = {2340--2344},
  publisher    = {{IEEE}},
  year         = {2005},
  url          = {https://doi.org/10.1109/ISIT.2005.1523766},
  doi          = {10.1109/ISIT.2005.1523766},
  timestamp    = {Fri, 15 Feb 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/isit/CaiKV05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LozanoKS05,
  author       = {Aur{\'{e}}lie C. Lozano and
                  Sanjeev R. Kulkarni and
                  Robert E. Schapire},
  title        = {Convergence and Consistency of Regularized Boosting Algorithms with
                  Stationary B-Mixing Observations},
  booktitle    = {Advances in Neural Information Processing Systems 18 [Neural Information
                  Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
                  Columbia, Canada]},
  pages        = {819--826},
  year         = {2005},
  url          = {https://proceedings.neurips.cc/paper/2005/hash/ec0bfd000f253eff3acb1043e1c06979-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/LozanoKS05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-cs-0501063,
  author       = {Chih{-}Chun Wang and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Bandit Problems with Side Observations},
  journal      = {CoRR},
  volume       = {abs/cs/0501063},
  year         = {2005},
  url          = {http://arxiv.org/abs/cs/0501063},
  eprinttype    = {arXiv},
  eprint       = {cs/0501063},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-cs-0501063.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-cs-0502084,
  author       = {Chih{-}Chun Wang and
                  H. Vincent Poor and
                  Sanjeev R. Kulkarni},
  title        = {On the Typicality of the Linear Code Among the {LDPC} Coset Code Ensemble},
  journal      = {CoRR},
  volume       = {abs/cs/0502084},
  year         = {2005},
  url          = {http://arxiv.org/abs/cs/0502084},
  eprinttype    = {arXiv},
  eprint       = {cs/0502084},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-cs-0502084.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-cs-0503071,
  author       = {Joel B. Predd and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Consistency in Models for Distributed Learning under Communication
                  Constraints},
  journal      = {CoRR},
  volume       = {abs/cs/0503071},
  year         = {2005},
  url          = {http://arxiv.org/abs/cs/0503071},
  eprinttype    = {arXiv},
  eprint       = {cs/0503071},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-cs-0503071.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-cs-0503072,
  author       = {Joel B. Predd and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Distributed Learning in Wireless Sensor Networks},
  journal      = {CoRR},
  volume       = {abs/cs/0503072},
  year         = {2005},
  url          = {http://arxiv.org/abs/cs/0503072},
  eprinttype    = {arXiv},
  eprint       = {cs/0503072},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-cs-0503072.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-cs-0507039,
  author       = {Joel B. Predd and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Distributed Regression in Sensor Networks: Training Distributively
                  with Alternating Projections},
  journal      = {CoRR},
  volume       = {abs/cs/0507039},
  year         = {2005},
  url          = {http://arxiv.org/abs/cs/0507039},
  eprinttype    = {arXiv},
  eprint       = {cs/0507039},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-cs-0507039.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-cs-0509014,
  author       = {Chih{-}Chun Wang and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Density Evolution for Asymmetric Memoryless Channels},
  journal      = {CoRR},
  volume       = {abs/cs/0509014},
  year         = {2005},
  url          = {http://arxiv.org/abs/cs/0509014},
  eprinttype    = {arXiv},
  eprint       = {cs/0509014},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-cs-0509014.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/KulkarniV04,
  author       = {Sanjeev R. Kulkarni and
                  Pramod Viswanath},
  title        = {A Deterministic Approach to Throughput Scaling in Wireless Networks},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {50},
  number       = {6},
  pages        = {1041--1049},
  year         = {2004},
  url          = {https://doi.org/10.1109/TIT.2004.828055},
  doi          = {10.1109/TIT.2004.828055},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tit/KulkarniV04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/CaiKV04,
  author       = {Haixiao Cai and
                  Sanjeev R. Kulkarni and
                  Sergio Verd{\'{u}}},
  title        = {Universal entropy estimation via block sorting},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {50},
  number       = {7},
  pages        = {1551--1561},
  year         = {2004},
  url          = {https://doi.org/10.1109/TIT.2004.830771},
  doi          = {10.1109/TIT.2004.830771},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tit/CaiKV04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/JovicicVK04,
  author       = {Aleksandar Jovicic and
                  Pramod Viswanath and
                  Sanjeev R. Kulkarni},
  title        = {Upper bounds to transport capacity of wireless networks},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {50},
  number       = {11},
  pages        = {2555--2565},
  year         = {2004},
  url          = {https://doi.org/10.1109/TIT.2004.836936},
  doi          = {10.1109/TIT.2004.836936},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tit/JovicicVK04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/ReznikKV04,
  author       = {Alex Reznik and
                  Sanjeev R. Kulkarni and
                  Sergio Verd{\'{u}}},
  title        = {Degraded Gaussian multirelay channel: capacity and optimal power allocation},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {50},
  number       = {12},
  pages        = {3037--3046},
  year         = {2004},
  url          = {https://doi.org/10.1109/TIT.2004.838373},
  doi          = {10.1109/TIT.2004.838373},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tit/ReznikKV04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/PreddKP04,
  author       = {Joel B. Predd and
                  Sanjeev R. Kulkarni and
                  Harold Vincent Poor},
  editor       = {John Shawe{-}Taylor and
                  Yoram Singer},
  title        = {Consistency in Models for Communication Constrained Distributed Learning},
  booktitle    = {Learning Theory, 17th Annual Conference on Learning Theory, {COLT}
                  2004, Banff, Canada, July 1-4, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3120},
  pages        = {442--456},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-27819-1\_31},
  doi          = {10.1007/978-3-540-27819-1\_31},
  timestamp    = {Tue, 14 May 2019 10:00:53 +0200},
  biburl       = {https://dblp.org/rec/conf/colt/PreddKP04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/ReznikKV04,
  author       = {Alex Reznik and
                  Sanjeev R. Kulkarni and
                  Sergio Verd{\'{u}}},
  title        = {Scaling laws in random heterogeneous networks},
  booktitle    = {Proceedings of the 2004 {IEEE} International Symposium on Information
                  Theory, {ISIT} 2004, Chicago Downtown Marriott, Chicago, Illinois,
                  USA, June 27 - July 2, 2004},
  pages        = {369},
  publisher    = {{IEEE}},
  year         = {2004},
  url          = {https://doi.org/10.1109/ISIT.2004.1365408},
  doi          = {10.1109/ISIT.2004.1365408},
  timestamp    = {Wed, 16 Oct 2019 14:14:48 +0200},
  biburl       = {https://dblp.org/rec/conf/isit/ReznikKV04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/LozanoKV04,
  author       = {Aur{\'{e}}lie C. Lozano and
                  Sanjeev R. Kulkarni and
                  Pramod Viswanath},
  title        = {Throughput scaling in wireless networks with restricted mobility},
  booktitle    = {Proceedings of the 2004 {IEEE} International Symposium on Information
                  Theory, {ISIT} 2004, Chicago Downtown Marriott, Chicago, Illinois,
                  USA, June 27 - July 2, 2004},
  pages        = {437},
  publisher    = {{IEEE}},
  year         = {2004},
  url          = {https://doi.org/10.1109/ISIT.2004.1365477},
  doi          = {10.1109/ISIT.2004.1365477},
  timestamp    = {Fri, 29 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/isit/LozanoKV04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/PreddKP04,
  author       = {Joel B. Predd and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Consistency in a model for distributed learning with specialists},
  booktitle    = {Proceedings of the 2004 {IEEE} International Symposium on Information
                  Theory, {ISIT} 2004, Chicago Downtown Marriott, Chicago, Illinois,
                  USA, June 27 - July 2, 2004},
  pages        = {465},
  publisher    = {{IEEE}},
  year         = {2004},
  url          = {https://doi.org/10.1109/ISIT.2004.1365502},
  doi          = {10.1109/ISIT.2004.1365502},
  timestamp    = {Tue, 12 Mar 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/isit/PreddKP04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cominfsys/KulkarniRV03,
  author       = {Sanjeev R. Kulkarni and
                  Alex Reznik and
                  Sergio Verd{\'{u}}},
  title        = {A "Small World" Approach to Heterogeneous Networks},
  journal      = {Commun. Inf. Syst.},
  volume       = {3},
  number       = {4},
  pages        = {325--348},
  year         = {2003},
  url          = {https://doi.org/10.4310/cis.2003.v3.n4.a6},
  doi          = {10.4310/CIS.2003.V3.N4.A6},
  timestamp    = {Fri, 18 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cominfsys/KulkarniRV03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcsv/RadkeRKE03,
  author       = {Richard J. Radke and
                  Peter J. Ramadge and
                  Sanjeev R. Kulkarni and
                  Tomio Echigo},
  title        = {Efficiently synthesizing virtual video},
  journal      = {{IEEE} Trans. Circuits Syst. Video Technol.},
  volume       = {13},
  number       = {4},
  pages        = {325--337},
  year         = {2003},
  url          = {https://doi.org/10.1109/TCSVT.2003.811364},
  doi          = {10.1109/TCSVT.2003.811364},
  timestamp    = {Tue, 25 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcsv/RadkeRKE03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/EffrosVKV02,
  author       = {Michelle Effros and
                  Karthik Visweswariah and
                  Sanjeev R. Kulkarni and
                  Sergio Verd{\'{u}}},
  title        = {Universal lossless source coding with the Burrows Wheeler Transform},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {48},
  number       = {5},
  pages        = {1061--1081},
  year         = {2002},
  url          = {https://doi.org/10.1109/18.995542},
  doi          = {10.1109/18.995542},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tit/EffrosVKV02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/KulkarniPS02,
  author       = {Sanjeev R. Kulkarni and
                  S. E. Posner and
                  Sathyakama Sandilya},
  title        = {Data-dependent k\({}_{\mbox{n}}\)-NN and kernel estimators consistent
                  for arbitrary processes},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {48},
  number       = {10},
  pages        = {2785--2788},
  year         = {2002},
  url          = {https://doi.org/10.1109/TIT.2002.802611},
  doi          = {10.1109/TIT.2002.802611},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tit/KulkarniPS02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/SandilyaK02,
  author       = {Sathyakama Sandilya and
                  Sanjeev R. Kulkarni},
  title        = {Principal curves with bounded turn},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {48},
  number       = {10},
  pages        = {2789--2793},
  year         = {2002},
  url          = {https://doi.org/10.1109/TIT.2002.802614},
  doi          = {10.1109/TIT.2002.802614},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tit/SandilyaK02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/WangKP02,
  author       = {Chih{-}Chun Wang and
                  Sanjeev R. Kulkarni and
                  H. Vincent Poor},
  title        = {Bandit problems with side observations},
  booktitle    = {41st {IEEE} Conference on Decision and Control, {CDC} 2002, Las Vegas,
                  NV, USA, December 10-13, 2002},
  pages        = {3988--3993},
  publisher    = {{IEEE}},
  year         = {2002},
  url          = {https://doi.org/10.1109/CDC.2002.1184990},
  doi          = {10.1109/CDC.2002.1184990},
  timestamp    = {Tue, 08 Mar 2022 11:46:48 +0100},
  biburl       = {https://dblp.org/rec/conf/cdc/WangKP02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/SandilyaK01,
  author       = {Sathyakama Sandilya and
                  Sanjeev R. Kulkarni},
  title        = {Nonparametric control algorithms for nonlinear fading memory systems},
  journal      = {{IEEE} Trans. Autom. Control.},
  volume       = {46},
  number       = {7},
  pages        = {1117--1121},
  year         = {2001},
  url          = {https://doi.org/10.1109/9.935067},
  doi          = {10.1109/9.935067},
  timestamp    = {Wed, 20 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tac/SandilyaK01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/VisweswariahKV01,
  author       = {Karthik Visweswariah and
                  Sanjeev R. Kulkarni and
                  Sergio Verd{\'{u}}},
  title        = {Universal variable-to-fixed length source codes},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {47},
  number       = {4},
  pages        = {1461--1472},
  year         = {2001},
  url          = {https://doi.org/10.1109/18.923727},
  doi          = {10.1109/18.923727},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tit/VisweswariahKV01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/RadkeRKE01,
  author       = {Richard J. Radke and
                  Peter J. Ramadge and
                  Sanjeev R. Kulkarni and
                  Tomio Echigo},
  title        = {Using view interpolation for low bit rate video},
  booktitle    = {Proceedings of the 2001 International Conference on Image Processing,
                  {ICIP} 2001, Thessaloniki, Greece, October 7-10, 2001},
  pages        = {453--456},
  publisher    = {{IEEE}},
  year         = {2001},
  url          = {https://doi.org/10.1109/ICIP.2001.959051},
  doi          = {10.1109/ICIP.2001.959051},
  timestamp    = {Wed, 16 Oct 2019 14:14:52 +0200},
  biburl       = {https://dblp.org/rec/conf/icip/RadkeRKE01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itcc/RadkeZKR01,
  author       = {Richard J. Radke and
                  Vitali Zagorodnov and
                  Sanjeev R. Kulkarni and
                  Peter J. Ramadge},
  title        = {Estimating Correspondence in Digital Video},
  booktitle    = {2001 International Symposium on Information Technology {(ITCC} 2001),
                  2-4 April 2001, Las Vegas, NV, {USA}},
  pages        = {196--201},
  publisher    = {{IEEE} Computer Society},
  year         = {2001},
  url          = {https://doi.org/10.1109/ITCC.2001.918790},
  doi          = {10.1109/ITCC.2001.918790},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/itcc/RadkeZKR01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BartlettBK00,
  author       = {Peter L. Bartlett and
                  Shai Ben{-}David and
                  Sanjeev R. Kulkarni},
  title        = {Learning Changing Concepts by Exploiting the Structure of Change},
  journal      = {Mach. Learn.},
  volume       = {41},
  number       = {2},
  pages        = {153--174},
  year         = {2000},
  url          = {https://doi.org/10.1023/A:1007604202679},
  doi          = {10.1023/A:1007604202679},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/BartlettBK00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/VidyasagarK00,
  author       = {M. Vidyasagar and
                  Sanjeev R. Kulkarni},
  title        = {Some contributions to fixed-distribution learning theory},
  journal      = {{IEEE} Trans. Autom. Control.},
  volume       = {45},
  number       = {2},
  pages        = {217--234},
  year         = {2000},
  url          = {https://doi.org/10.1109/9.839945},
  doi          = {10.1109/9.839945},
  timestamp    = {Wed, 20 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tac/VidyasagarK00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/KulkarniL00,
  author       = {Sanjeev R. Kulkarni and
                  G{\'{a}}bor Lugosi},
  title        = {Finite-time lower bounds for the two-armed bandit problem},
  journal      = {{IEEE} Trans. Autom. Control.},
  volume       = {45},
  number       = {4},
  pages        = {711--714},
  year         = {2000},
  url          = {https://doi.org/10.1109/9.847107},
  doi          = {10.1109/9.847107},
  timestamp    = {Wed, 20 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tac/KulkarniL00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcsv/TanSKR00,
  author       = {Yap{-}Peng Tan and
                  Drew D. Saur and
                  Sanjeev R. Kulkarni and
                  Peter J. Ramadge},
  title        = {Rapid estimation of camera motion from compressed video with application
                  to video annotation},
  journal      = {{IEEE} Trans. Circuits Syst. Video Technol.},
  volume       = {10},
  number       = {1},
  pages        = {133--146},
  year         = {2000},
  url          = {https://doi.org/10.1109/76.825867},
  doi          = {10.1109/76.825867},
  timestamp    = {Tue, 25 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcsv/TanSKR00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/VisweswariahKV00,
  author       = {Karthik Visweswariah and
                  Sanjeev R. Kulkarni and
                  Sergio Verd{\'{u}}},
  title        = {Universal coding of nonstationary sources},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {46},
  number       = {4},
  pages        = {1633--1637},
  year         = {2000},
  url          = {https://doi.org/10.1109/18.850707},
  doi          = {10.1109/18.850707},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tit/VisweswariahKV00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/VisweswariahKV00a,
  author       = {Karthik Visweswariah and
                  Sanjeev R. Kulkarni and
                  Sergio Verd{\'{u}}},
  title        = {Separation of random number generation and resolvability},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {46},
  number       = {6},
  pages        = {2237--2241},
  year         = {2000},
  url          = {https://doi.org/10.1109/18.868497},
  doi          = {10.1109/18.868497},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tit/VisweswariahKV00a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/RadkeRKEI00,
  author       = {Richard J. Radke and
                  Peter J. Ramadge and
                  Sanjeev R. Kulkarni and
                  Tomio Echigo and
                  Shun{-}ichi Iisaku},
  title        = {Recursive Propagation of Correspondences with Applications to the
                  Creation of Virtual Video},
  booktitle    = {Proceedings of the 2000 International Conference on Image Processing,
                  {ICIP} 2000, Vancouver, BC, Canada, September 10-13, 2000},
  pages        = {250--253},
  publisher    = {{IEEE}},
  year         = {2000},
  url          = {https://doi.org/10.1109/ICIP.2000.899342},
  doi          = {10.1109/ICIP.2000.899342},
  timestamp    = {Wed, 16 Oct 2019 14:14:52 +0200},
  biburl       = {https://dblp.org/rec/conf/icip/RadkeRKEI00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/KulkarniP99,
  author       = {Sanjeev R. Kulkarni and
                  S. E. Posner},
  title        = {Nonparametric output prediction for nonlinear fading memory systems},
  journal      = {{IEEE} Trans. Autom. Control.},
  volume       = {44},
  number       = {1},
  pages        = {29--37},
  year         = {1999},
  url          = {https://doi.org/10.1109/9.739063},
  doi          = {10.1109/9.739063},
  timestamp    = {Wed, 20 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tac/KulkarniP99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/ChongWK99,
  author       = {Edwin K. P. Chong and
                  I{-}Jeng Wang and
                  Sanjeev R. Kulkarni},
  title        = {Noise Conditions for Prespecified Convergence Rates of Stochastic
                  Approximation Algorithms},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {45},
  number       = {2},
  pages        = {810--814},
  year         = {1999},
  url          = {https://doi.org/10.1109/18.749035},
  doi          = {10.1109/18.749035},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tit/ChongWK99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/TanKR99,
  author       = {Yap{-}Peng Tan and
                  Sanjeev R. Kulkarni and
                  Peter J. Ramadge},
  title        = {A Framework for Measuring Video Similarity and Its Application to
                  Video Query by Example},
  booktitle    = {Proceedings of the 1999 International Conference on Image Processing,
                  {ICIP} '99, Kobe, Japan, October 24-28, 1999},
  pages        = {106--110},
  publisher    = {{IEEE}},
  year         = {1999},
  url          = {https://doi.org/10.1109/ICIP.1999.822864},
  doi          = {10.1109/ICIP.1999.822864},
  timestamp    = {Wed, 16 Oct 2019 14:14:52 +0200},
  biburl       = {https://dblp.org/rec/conf/icip/TanKR99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/deds/GennaroHKR98,
  author       = {Stefano Di Gennaro and
                  C. Horn and
                  Sanjeev R. Kulkarni and
                  Peter J. Ramadge},
  title        = {Reduction of Timed Hybrid Systems},
  journal      = {Discret. Event Dyn. Syst.},
  volume       = {8},
  number       = {4},
  pages        = {343--351},
  year         = {1998},
  url          = {https://doi.org/10.1023/A:1008385431572},
  doi          = {10.1023/A:1008385431572},
  timestamp    = {Mon, 08 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/deds/GennaroHKR98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/SchweitzerK98,
  author       = {Haim Schweitzer and
                  Sanjeev R. Kulkarni},
  title        = {Computational limitations of model-based recognition},
  journal      = {Int. J. Intell. Syst.},
  volume       = {13},
  number       = {5},
  pages        = {431--443},
  year         = {1998},
  url          = {https://doi.org/10.1002/(SICI)1098-111X(199805)13:5\&\#60;431::AID-INT4\&\#62;3.0.CO;2-N},
  doi          = {10.1002/(SICI)1098-111X(199805)13:5\&\#60;431::AID-INT4\&\#62;3.0.CO;2-N},
  timestamp    = {Sat, 27 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijis/SchweitzerK98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/Hocherman-Frommer98,
  author       = {Judith Hocherman{-}Frommer and
                  Sanjeev R. Kulkarni and
                  Peter J. Ramadge},
  title        = {Controller switching based on output prediction errors},
  journal      = {{IEEE} Trans. Autom. Control.},
  volume       = {43},
  number       = {5},
  pages        = {596--607},
  year         = {1998},
  url          = {https://doi.org/10.1109/9.668827},
  doi          = {10.1109/9.668827},
  timestamp    = {Mon, 03 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tac/Hocherman-Frommer98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/VisweswariahKV98,
  author       = {Karthik Visweswariah and
                  Sanjeev R. Kulkarni and
                  Sergio Verd{\'{u}}},
  title        = {Source Codes as Random Number Generators},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {44},
  number       = {2},
  pages        = {462--471},
  year         = {1998},
  url          = {https://doi.org/10.1109/18.661497},
  doi          = {10.1109/18.661497},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tit/VisweswariahKV98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/NobelMK98,
  author       = {Andrew B. Nobel and
                  Guszt{\'{a}}v Morvai and
                  Sanjeev R. Kulkarni},
  title        = {Density Estimation from an Individual Numerical Sequence},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {44},
  number       = {2},
  pages        = {537--541},
  year         = {1998},
  url          = {https://doi.org/10.1109/18.661503},
  doi          = {10.1109/18.661503},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tit/NobelMK98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/KulkarniLV98,
  author       = {Sanjeev R. Kulkarni and
                  G{\'{a}}bor Lugosi and
                  Santosh S. Venkatesh},
  title        = {Learning Pattern Classification - {A} Survey},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {44},
  number       = {6},
  pages        = {2178--2206},
  year         = {1998},
  url          = {https://doi.org/10.1109/18.720536},
  doi          = {10.1109/18.720536},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tit/KulkarniLV98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mcss/WangCK97,
  author       = {I{-}Jeng Wang and
                  Edwin K. P. Chong and
                  Sanjeev R. Kulkarni},
  title        = {Weighted averaging and stochastic approximation},
  journal      = {Math. Control. Signals Syst.},
  volume       = {10},
  number       = {1},
  pages        = {41--60},
  year         = {1997},
  url          = {https://doi.org/10.1007/BF01219775},
  doi          = {10.1007/BF01219775},
  timestamp    = {Thu, 10 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mcss/WangCK97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/KulkarniV97,
  author       = {Sanjeev R. Kulkarni and
                  M. Vidyasagar},
  title        = {Learning decision rules for pattern classification under a family
                  of probability measures},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {43},
  number       = {1},
  pages        = {154--166},
  year         = {1997},
  url          = {https://doi.org/10.1109/18.567668},
  doi          = {10.1109/18.567668},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tit/KulkarniV97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/BartlettKP97,
  author       = {Peter L. Bartlett and
                  Sanjeev R. Kulkarni and
                  S. E. Posner},
  title        = {Covering numbers for real-valued function classes},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {43},
  number       = {5},
  pages        = {1721--1724},
  year         = {1997},
  url          = {https://doi.org/10.1109/18.623181},
  doi          = {10.1109/18.623181},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tit/BartlettKP97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spieSR/SaurTKR97,
  author       = {Drew D. Saur and
                  Yap{-}Peng Tan and
                  Sanjeev R. Kulkarni and
                  Peter J. Ramadge},
  editor       = {Ishwar K. Sethi and
                  Ramesh C. Jain},
  title        = {Automated Analysis and Annotation of Basketball Video},
  booktitle    = {Storage and Retrieval for Image and Video Databases V, San Jose, CA,
                  USA, February 8-14, 1997},
  series       = {{SPIE} Proceedings},
  volume       = {3022},
  pages        = {176--187},
  publisher    = {{SPIE}},
  year         = {1997},
  url          = {https://doi.org/10.1117/12.263406},
  doi          = {10.1117/12.263406},
  timestamp    = {Thu, 25 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/spieSR/SaurTKR97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmiv/KarlKVW96,
  author       = {William Clement Karl and
                  Sanjeev R. Kulkarni and
                  George C. Verghese and
                  Alan S. Willsky},
  title        = {Local tests for consistency of support hyperplane data},
  journal      = {J. Math. Imaging Vis.},
  volume       = {6},
  number       = {2-3},
  pages        = {249--267},
  year         = {1996},
  url          = {https://doi.org/10.1007/BF00119842},
  doi          = {10.1007/BF00119842},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmiv/KarlKVW96.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/KulkarniH96,
  author       = {Sanjeev R. Kulkarni and
                  C. Horn},
  title        = {An alternative proof for convergence of stochastic approximation algorithms},
  journal      = {{IEEE} Trans. Autom. Control.},
  volume       = {41},
  number       = {3},
  pages        = {419--424},
  year         = {1996},
  url          = {https://doi.org/10.1109/9.486642},
  doi          = {10.1109/9.486642},
  timestamp    = {Wed, 01 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tac/KulkarniH96.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/KulkarniR96,
  author       = {Sanjeev R. Kulkarni and
                  Peter J. Ramadge},
  title        = {Model and controller selection policies based on output prediction
                  errors},
  journal      = {{IEEE} Trans. Autom. Control.},
  volume       = {41},
  number       = {11},
  pages        = {1594--1604},
  year         = {1996},
  url          = {https://doi.org/10.1109/9.543997},
  doi          = {10.1109/9.543997},
  timestamp    = {Wed, 01 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tac/KulkarniR96.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/WangLK96,
  author       = {Song Wang and
                  Bede Liu and
                  Sanjeev R. Kulkarni},
  title        = {Model-based reconstruction of multiple circular and elliptical objects
                  from a limited number of projections},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {5},
  number       = {9},
  pages        = {1386--1390},
  year         = {1996},
  url          = {https://doi.org/10.1109/83.535853},
  doi          = {10.1109/83.535853},
  timestamp    = {Sun, 10 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tip/WangLK96.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/LamK96,
  author       = {Wai{-}Man Lam and
                  Sanjeev R. Kulkarni},
  title        = {Extended synchronizing codewords for binary prefix codes},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {42},
  number       = {3},
  pages        = {984--987},
  year         = {1996},
  url          = {https://doi.org/10.1109/18.490560},
  doi          = {10.1109/18.490560},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tit/LamK96.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BartlettBK96,
  author       = {Peter L. Bartlett and
                  Shai Ben{-}David and
                  Sanjeev R. Kulkarni},
  editor       = {Avrim Blum and
                  Michael J. Kearns},
  title        = {Learning Changing Concepts by Exploiting the Structure of Change},
  booktitle    = {Proceedings of the Ninth Annual Conference on Computational Learning
                  Theory, {COLT} 1996, Desenzano del Garda, Italy, June 28-July 1, 1996},
  pages        = {131--139},
  publisher    = {{ACM}},
  year         = {1996},
  url          = {https://doi.org/10.1145/238061.238080},
  doi          = {10.1145/238061.238080},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/colt/BartlettBK96.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/TanKR96,
  author       = {Yap{-}Peng Tan and
                  Sanjeev R. Kulkarni and
                  Peter J. Ramadge},
  title        = {Extracting good features for motion estimation},
  booktitle    = {Proceedings 1996 International Conference on Image Processing, Lausanne,
                  Switzerland, September 16-19, 1996},
  pages        = {117--120},
  publisher    = {{IEEE} Computer Society},
  year         = {1996},
  url          = {https://doi.org/10.1109/ICIP.1996.559446},
  doi          = {10.1109/ICIP.1996.559446},
  timestamp    = {Fri, 13 Aug 2021 09:26:01 +0200},
  biburl       = {https://dblp.org/rec/conf/icip/TanKR96.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/KulkarniP95,
  author       = {Sanjeev R. Kulkarni and
                  S. E. Posner},
  title        = {Rates of convergence of nearest neighbor estimation under arbitrary
                  sampling},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {41},
  number       = {4},
  pages        = {1028--1039},
  year         = {1995},
  url          = {https://doi.org/10.1109/18.391248},
  doi          = {10.1109/18.391248},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tit/KulkarniP95.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/LermanK95,
  author       = {J. S. Lerman and
                  Sanjeev R. Kulkarni},
  title        = {Convex shape reconstruction from noisy ray probe measurements},
  booktitle    = {Proceedings 1995 International Conference on Image Processing, Washington,
                  DC, USA, October 23-26, 1995},
  pages        = {254--257},
  publisher    = {{IEEE} Computer Society},
  year         = {1995},
  url          = {https://doi.org/10.1109/ICIP.1995.529694},
  doi          = {10.1109/ICIP.1995.529694},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icip/LermanK95.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/TanKR95,
  author       = {Yap{-}Peng Tan and
                  Sanjeev R. Kulkarni and
                  Peter J. Ramadge},
  title        = {A new method for camera motion parameter estimation},
  booktitle    = {Proceedings 1995 International Conference on Image Processing, Washington,
                  DC, USA, October 23-26, 1995},
  pages        = {406--409},
  publisher    = {{IEEE} Computer Society},
  year         = {1995},
  url          = {https://doi.org/10.1109/ICIP.1995.529732},
  doi          = {10.1109/ICIP.1995.529732},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icip/TanKR95.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/KulkarniMRT94,
  author       = {Sanjeev R. Kulkarni and
                  Sanjoy K. Mitter and
                  T. J. Richardson and
                  John N. Tsitsiklis},
  title        = {Local Versus Nonlocal Computation of Length of Digitized Curves},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {16},
  number       = {7},
  pages        = {711--718},
  year         = {1994},
  url          = {https://doi.org/10.1109/34.297951},
  doi          = {10.1109/34.297951},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/KulkarniMRT94.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/KulkarniT94,
  author       = {Sanjeev R. Kulkarni and
                  David N. C. Tse},
  title        = {A paradigm for class identification problems},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {40},
  number       = {3},
  pages        = {696--705},
  year         = {1994},
  url          = {https://doi.org/10.1109/18.335881},
  doi          = {10.1109/18.335881},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tit/KulkarniT94.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/DudleyKRZ94,
  author       = {R. M. Dudley and
                  Sanjeev R. Kulkarni and
                  T. J. Richardson and
                  Ofer Zeitouni},
  title        = {A metric entropy bound is not sufficient for learnability},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {40},
  number       = {3},
  pages        = {883--885},
  year         = {1994},
  url          = {https://doi.org/10.1109/18.335898},
  doi          = {10.1109/18.335898},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tit/DudleyKRZ94.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KozuK94,
  author       = {Shinichi Kozu and
                  Sanjeev R. Kulkarni},
  title        = {A new technique for block-based motion compensation},
  booktitle    = {Proceedings of {ICASSP} '94: {IEEE} International Conference on Acoustics,
                  Speech and Signal Processing, Adelaide, South Australia, Australia,
                  April 19-22, 1994},
  pages        = {217--220},
  publisher    = {{IEEE} Computer Society},
  year         = {1994},
  url          = {https://doi.org/10.1109/ICASSP.1994.389493},
  doi          = {10.1109/ICASSP.1994.389493},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icassp/KozuK94.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/LermanKK94,
  author       = {J. S. Lerman and
                  Sanjeev R. Kulkarni and
                  Jack Koplowitz},
  title        = {Multiresolution Chain Coding of Contours},
  booktitle    = {Proceedings 1994 International Conference on Image Processing, Austin,
                  Texas, USA, November 13-16, 1994},
  pages        = {615--619},
  publisher    = {{IEEE} Computer Society},
  year         = {1994},
  url          = {https://doi.org/10.1109/ICIP.1994.413644},
  doi          = {10.1109/ICIP.1994.413644},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icip/LermanKK94.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/WangLK94,
  author       = {Song Wang and
                  Bede Liu and
                  Sanjeev R. Kulkarni},
  title        = {Image Reconstruction from a Limited Number of Projections: Detection/Estimation
                  of Multiple Discs with Unknown RadII},
  booktitle    = {Proceedings 1994 International Conference on Image Processing, Austin,
                  Texas, USA, November 13-16, 1994},
  pages        = {854--858},
  publisher    = {{IEEE} Computer Society},
  year         = {1994},
  url          = {https://doi.org/10.1109/ICIP.1994.413476},
  doi          = {10.1109/ICIP.1994.413476},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icip/WangLK94.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KulkarniMT93,
  author       = {Sanjeev R. Kulkarni and
                  Sanjoy K. Mitter and
                  John N. Tsitsiklis},
  title        = {Active Learning Using Arbitrary Binary Valued Queries},
  journal      = {Mach. Learn.},
  volume       = {11},
  pages        = {23--35},
  year         = {1993},
  url          = {https://doi.org/10.1023/A:1022627018023},
  doi          = {10.1023/A:1022627018023},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/KulkarniMT93.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/KulkarniMTZ93,
  author       = {Sanjeev R. Kulkarni and
                  Sanjoy K. Mitter and
                  John N. Tsitsiklis and
                  Ofer Zeitouni},
  title        = {{PAC} Learning with Generalized Samples and an Applicaiton to Stochastic
                  Geometry},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {15},
  number       = {9},
  pages        = {933--942},
  year         = {1993},
  url          = {https://doi.org/10.1109/34.232080},
  doi          = {10.1109/34.232080},
  timestamp    = {Thu, 08 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/KulkarniMTZ93.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KulkarniZ93,
  author       = {Sanjeev R. Kulkarni and
                  Ofer Zeitouni},
  editor       = {Lenny Pitt},
  title        = {On Probably Correct Classification of Concepts},
  booktitle    = {Proceedings of the Sixth Annual {ACM} Conference on Computational
                  Learning Theory, {COLT} 1993, Santa Cruz, CA, USA, July 26-28, 1993},
  pages        = {111--116},
  publisher    = {{ACM}},
  year         = {1993},
  url          = {https://doi.org/10.1145/168304.168318},
  doi          = {10.1145/168304.168318},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/colt/KulkarniZ93.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/PosnerK93,
  author       = {S. E. Posner and
                  Sanjeev R. Kulkarni},
  editor       = {Lenny Pitt},
  title        = {On-Line Learning of Functions of Bounded Variation under Various Sampling
                  Schemes},
  booktitle    = {Proceedings of the Sixth Annual {ACM} Conference on Computational
                  Learning Theory, {COLT} 1993, Santa Cruz, CA, USA, July 26-28, 1993},
  pages        = {439--445},
  publisher    = {{ACM}},
  year         = {1993},
  url          = {https://doi.org/10.1145/168304.168392},
  doi          = {10.1145/168304.168392},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/colt/PosnerK93.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fsttcs/KulkarniMRT93,
  author       = {Sanjeev R. Kulkarni and
                  Sanjoy K. Mitter and
                  T. J. Richardson and
                  John N. Tsitsiklis},
  editor       = {R. K. Shyamasundar},
  title        = {Local Versus Non-local Computation of Length of Digitized Curves},
  booktitle    = {Foundations of Software Technology and Theoretical Computer Science,
                  13th Conference, Bombay, India, December 15-17, 1993, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {761},
  pages        = {94--103},
  publisher    = {Springer},
  year         = {1993},
  url          = {https://doi.org/10.1007/3-540-57529-4\_45},
  doi          = {10.1007/3-540-57529-4\_45},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/fsttcs/KulkarniMRT93.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KulkarniTMZ92,
  author       = {Sanjeev R. Kulkarni and
                  John N. Tsitsiklis and
                  Sanjoy K. Mitter and
                  Ofer Zeitouni},
  editor       = {David Haussler},
  title        = {{PAC} Learning With Generalized Samples and an Application to Stochastic
                  Geometry},
  booktitle    = {Proceedings of the Fifth Annual {ACM} Conference on Computational
                  Learning Theory, {COLT} 1992, Pittsburgh, PA, USA, July 27-29, 1992},
  pages        = {172--179},
  publisher    = {{ACM}},
  year         = {1992},
  url          = {https://doi.org/10.1145/130385.130405},
  doi          = {10.1145/130385.130405},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/colt/KulkarniTMZ92.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ndltd/Kulkarni91,
  author       = {Sanjeev R. Kulkarni},
  title        = {Problems of computational and informational complexity in machine
                  vision and learning},
  school       = {Massachusetts Institute of Technology, Cambridge, MA, {USA}},
  year         = {1991},
  url          = {https://hdl.handle.net/1721.1/13878},
  timestamp    = {Wed, 04 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/ndltd/Kulkarni91.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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