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ORCIDBibTeX records: Vinod Nair
@article{DBLP:journals/corr/abs-2311-02101,
author = {David Warde{-}Farley and
Vinod Nair and
Yujia Li and
Ivan Lobov and
Felix Gimeno and
Simon Osindero},
title = {Solving MaxSAT with Matrix Multiplication},
journal = {CoRR},
volume = {abs/2311.02101},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.02101},
doi = {10.48550/ARXIV.2311.02101},
eprinttype = {arXiv},
eprint = {2311.02101},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-02101.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-10201,
author = {Nicolas Sonnerat and
Pengming Wang and
Ira Ktena and
Sergey Bartunov and
Vinod Nair},
title = {Learning a Large Neighborhood Search Algorithm for Mixed Integer Programs},
journal = {CoRR},
volume = {abs/2107.10201},
year = {2021},
url = {https://arxiv.org/abs/2107.10201},
eprinttype = {arXiv},
eprint = {2107.10201},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-10201.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-02958,
author = {Michael Schaarschmidt and
Dominik Grewe and
Dimitrios Vytiniotis and
Adam Paszke and
Georg Stefan Schmid and
Tamara Norman and
James Molloy and
Jonathan Godwin and
Norman Alexander Rink and
Vinod Nair and
Dan Belov},
title = {Automap: Towards Ergonomic Automated Parallelism for {ML} Models},
journal = {CoRR},
volume = {abs/2112.02958},
year = {2021},
url = {https://arxiv.org/abs/2112.02958},
eprinttype = {arXiv},
eprint = {2112.02958},
timestamp = {Wed, 08 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-02958.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/PaliwalGNLLKV20,
author = {Aditya Paliwal and
Felix Gimeno and
Vinod Nair and
Yujia Li and
Miles Lubin and
Pushmeet Kohli and
Oriol Vinyals},
title = {Reinforced Genetic Algorithm Learning for Optimizing Computation Graphs},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=rkxDoJBYPB},
timestamp = {Sat, 02 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/PaliwalGNLLKV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-13349,
author = {Vinod Nair and
Sergey Bartunov and
Felix Gimeno and
Ingrid von Glehn and
Pawel Lichocki and
Ivan Lobov and
Brendan O'Donoghue and
Nicolas Sonnerat and
Christian Tjandraatmadja and
Pengming Wang and
Ravichandra Addanki and
Tharindi Hapuarachchi and
Thomas Keck and
James Keeling and
Pushmeet Kohli and
Ira Ktena and
Yujia Li and
Oriol Vinyals and
Yori Zwols},
title = {Solving Mixed Integer Programs Using Neural Networks},
journal = {CoRR},
volume = {abs/2012.13349},
year = {2020},
url = {https://arxiv.org/abs/2012.13349},
eprinttype = {arXiv},
eprint = {2012.13349},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-13349.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-02494,
author = {Aditya Paliwal and
Felix Gimeno and
Vinod Nair and
Yujia Li and
Miles Lubin and
Pushmeet Kohli and
Oriol Vinyals},
title = {{REGAL:} Transfer Learning For Fast Optimization of Computation Graphs},
journal = {CoRR},
volume = {abs/1905.02494},
year = {2019},
url = {http://arxiv.org/abs/1905.02494},
eprinttype = {arXiv},
eprint = {1905.02494},
timestamp = {Sat, 02 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-02494.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-05906,
author = {Xujie Si and
Yujia Li and
Vinod Nair and
Felix Gimeno},
title = {Prioritized Unit Propagation with Periodic Resetting is (Almost) All
You Need for Random {SAT} Solving},
journal = {CoRR},
volume = {abs/1912.05906},
year = {2019},
url = {http://arxiv.org/abs/1912.05906},
eprinttype = {arXiv},
eprint = {1912.05906},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-05906.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/NairDDV18,
author = {Vinod Nair and
Dj Dvijotham and
Iain Dunning and
Oriol Vinyals},
editor = {Amir Globerson and
Ricardo Silva},
title = {Learning Fast Optimizers for Contextual Stochastic Integer Programs},
booktitle = {Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2018, Monterey, California, USA, August 6-10,
2018},
pages = {591--600},
publisher = {{AUAI} Press},
year = {2018},
url = {http://auai.org/uai2018/proceedings/papers/217.pdf},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/NairDDV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KhandujaNSRSK15,
author = {Shwetabh Khanduja and
Vinod Nair and
S. Sundararajan and
Ameya Raul and
Ajesh Babu Shaj and
S. Sathiya Keerthi},
title = {Near Real-Time Service Monitoring Using High-Dimensional Time Series},
booktitle = {{IEEE} International Conference on Data Mining Workshop, {ICDMW} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {1624--1627},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDMW.2015.254},
doi = {10.1109/ICDMW.2015.254},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/KhandujaNSRSK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/NairRKBSKHD15,
author = {Vinod Nair and
Ameya Raul and
Shwetabh Khanduja and
Vikas Bahirwani and
Sundararajan Sellamanickam and
S. Sathiya Keerthi and
Steve Herbert and
Sudheer Dhulipalla},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {Learning a Hierarchical Monitoring System for Detecting and Diagnosing
Service Issues},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {2029--2038},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2788624},
doi = {10.1145/2783258.2788624},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/NairRKBSKHD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KidambiNSK13,
author = {Rahul Kidambi and
Vinod Nair and
Sundararajan Sellamanickam and
S. Sathiya Keerthi},
title = {A Structured Prediction Approach for Missing Value Imputation},
journal = {CoRR},
volume = {abs/1311.2137},
year = {2013},
url = {http://arxiv.org/abs/1311.2137},
eprinttype = {arXiv},
eprint = {1311.2137},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KidambiNSK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NairKSKGN13,
author = {Vinod Nair and
Rahul Kidambi and
Sundararajan Sellamanickam and
S. Sathiya Keerthi and
Johannes Gehrke and
Vijay Narayanan},
title = {A Quantitative Evaluation Framework for Missing Value Imputation Algorithms},
journal = {CoRR},
volume = {abs/1311.2276},
year = {2013},
url = {http://arxiv.org/abs/1311.2276},
eprinttype = {arXiv},
eprint = {1311.2276},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NairKSKGN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/VermaMSN12,
author = {Nakul Verma and
Dhruv Mahajan and
Sundararajan Sellamanickam and
Vinod Nair},
title = {Learning hierarchical similarity metrics},
booktitle = {2012 {IEEE} Conference on Computer Vision and Pattern Recognition,
Providence, RI, USA, June 16-21, 2012},
pages = {2280--2287},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/CVPR.2012.6247938},
doi = {10.1109/CVPR.2012.6247938},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/VermaMSN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/NairMS12,
author = {Vinod Nair and
Dhruv Kumar Mahajan and
Sundararajan Sellamanickam},
editor = {Alain Mille and
Fabien Gandon and
Jacques Misselis and
Michael Rabinovich and
Steffen Staab},
title = {A unified approach to learning task-specific bit vector representations
for fast nearest neighbor search},
booktitle = {Proceedings of the 21st World Wide Web Conference 2012, {WWW} 2012,
Lyon, France, April 16-20, 2012},
pages = {929--938},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2187836.2187961},
doi = {10.1145/2187836.2187961},
timestamp = {Fri, 16 Apr 2021 10:04:12 +0200},
biburl = {https://dblp.org/rec/conf/www/NairMS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/MahajanSN11,
author = {Dhruv Kumar Mahajan and
Sundararajan Sellamanickam and
Vinod Nair},
editor = {Dimitris N. Metaxas and
Long Quan and
Alberto Sanfeliu and
Luc Van Gool},
title = {A joint learning framework for attribute models and object descriptions},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2011, Barcelona,
Spain, November 6-13, 2011},
pages = {1227--1234},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICCV.2011.6126373},
doi = {10.1109/ICCV.2011.6126373},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/MahajanSN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ca/Nair10,
author = {Vinod Nair},
title = {Visual Object Recognition Using Generative Models of Images},
school = {University of Toronto, Canada},
year = {2010},
url = {http://hdl.handle.net/1807/24839},
timestamp = {Fri, 29 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/ca/Nair10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NairH10,
author = {Vinod Nair and
Geoffrey E. Hinton},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {Rectified Linear Units Improve Restricted Boltzmann Machines},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {807--814},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/432.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NairH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NairH09,
author = {Vinod Nair and
Geoffrey E. Hinton},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {3D Object Recognition with Deep Belief Nets},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {1339--1347},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/6e7b33fdea3adc80ebd648fffb665bb8-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/NairH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SutskeverN08,
author = {Ilya Sutskever and
Vinod Nair},
editor = {Vera Kurkov{\'{a}} and
Roman Neruda and
Jan Koutn{\'{\i}}k},
title = {Mimicking Go Experts with Convolutional Neural Networks},
booktitle = {Artificial Neural Networks - {ICANN} 2008, 18th International Conference,
Prague, Czech Republic, September 3-6, 2008, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5164},
pages = {101--110},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87559-8\_11},
doi = {10.1007/978-3-540-87559-8\_11},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/SutskeverN08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/NairSH08,
author = {Vinod Nair and
Joshua M. Susskind and
Geoffrey E. Hinton},
editor = {Vera Kurkov{\'{a}} and
Roman Neruda and
Jan Koutn{\'{\i}}k},
title = {Analysis-by-Synthesis by Learning to Invert Generative Black Boxes},
booktitle = {Artificial Neural Networks - {ICANN} 2008 , 18th International Conference,
Prague, Czech Republic, September 3-6, 2008, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5163},
pages = {971--981},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87536-9\_99},
doi = {10.1007/978-3-540-87536-9\_99},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/NairSH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NairH08,
author = {Vinod Nair and
Geoffrey E. Hinton},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Implicit Mixtures of Restricted Boltzmann Machines},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {1145--1152},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/e820a45f1dfc7b95282d10b6087e11c0-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/NairH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejasp/NairLC05,
author = {Vinod Nair and
Pierre{-}Olivier Laprise and
James J. Clark},
title = {An FPGA-Based People Detection System},
journal = {{EURASIP} J. Adv. Signal Process.},
volume = {2005},
number = {7},
pages = {1047--1061},
year = {2005},
url = {https://doi.org/10.1155/ASP.2005.1047},
doi = {10.1155/ASP.2005.1047},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ejasp/NairLC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HintonN05,
author = {Geoffrey E. Hinton and
Vinod Nair},
title = {Inferring Motor Programs from Images of Handwritten Digits},
booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information
Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
Columbia, Canada]},
pages = {515--522},
year = {2005},
url = {https://proceedings.neurips.cc/paper/2005/hash/8fc687aa152e8199fe9e73304d407bca-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HintonN05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/NairC04,
author = {Vinod Nair and
James J. Clark},
title = {An Unsupervised, Online Learning Framework for Moving Object Detection},
booktitle = {2004 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2004), with CD-ROM, 27 June - 2 July 2004, Washington,
DC, {USA}},
pages = {317--324},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.ieeecomputersociety.org/10.1109/CVPR.2004.34},
doi = {10.1109/CVPR.2004.34},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/NairC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cicc/NairEMPSH01,
author = {Vinod Nair and
Martin Erdmann and
Shridhar Mubaraq Mishra and
Juraj Povazanec and
Amit Shaligram and
Chun Feng Hu},
title = {A single chip terminal solution for high-end telephone applications},
booktitle = {Proceedings of the {IEEE} 2001 Custom Integrated Circuits Conference,
{CICC} 2001, San Diego, CA, USA, May 6-9, 2001},
pages = {417--420},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/CICC.2001.929813},
doi = {10.1109/CICC.2001.929813},
timestamp = {Mon, 10 Oct 2022 09:13:22 +0200},
biburl = {https://dblp.org/rec/conf/cicc/NairEMPSH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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