BibTeX records: Jaemin Yoo

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@inproceedings{DBLP:conf/pakdd/YooS21,
  author    = {Jaemin Yoo and
               Lee Sael},
  editor    = {Kamal Karlapalem and
               Hong Cheng and
               Naren Ramakrishnan and
               R. K. Agrawal and
               P. Krishna Reddy and
               Jaideep Srivastava and
               Tanmoy Chakraborty},
  title     = {Gaussian Soft Decision Trees for Interpretable Feature-Based Classification},
  booktitle = {Advances in Knowledge Discovery and Data Mining - 25th Pacific-Asia
               Conference, {PAKDD} 2021, Virtual Event, May 11-14, 2021, Proceedings,
               Part {II}},
  series    = {Lecture Notes in Computer Science},
  volume    = {12713},
  pages     = {143--155},
  publisher = {Springer},
  year      = {2021},
  url       = {https://doi.org/10.1007/978-3-030-75765-6\_12},
  doi       = {10.1007/978-3-030-75765-6\_12},
  timestamp = {Fri, 14 May 2021 15:17:47 +0200},
  biburl    = {https://dblp.org/rec/conf/pakdd/YooS21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/YooKSCZ20,
  author    = {Jaemin Yoo and
               U Kang and
               Mauro Scanagatta and
               Giorgio Corani and
               Marco Zaffalon},
  editor    = {James Caverlee and
               Xia (Ben) Hu and
               Mounia Lalmas and
               Wei Wang},
  title     = {Sampling Subgraphs with Guaranteed Treewidth for Accurate and Efficient
               Graphical Inference},
  booktitle = {{WSDM} '20: The Thirteenth {ACM} International Conference on Web Search
               and Data Mining, Houston, TX, USA, February 3-7, 2020},
  pages     = {708--716},
  publisher = {{ACM}},
  year      = {2020},
  url       = {https://doi.org/10.1145/3336191.3371815},
  doi       = {10.1145/3336191.3371815},
  timestamp = {Fri, 24 Jan 2020 11:22:16 +0100},
  biburl    = {https://dblp.org/rec/conf/wsdm/YooKSCZ20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-14191,
  author    = {Jinhong Jung and
               Jaemin Yoo and
               U Kang},
  title     = {Signed Graph Diffusion Network},
  journal   = {CoRR},
  volume    = {abs/2012.14191},
  year      = {2020},
  url       = {https://arxiv.org/abs/2012.14191},
  archivePrefix = {arXiv},
  eprint    = {2012.14191},
  timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2012-14191.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YooS19,
  author    = {Jaemin Yoo and
               Lee Sael},
  editor    = {Jianyong Wang and
               Kyuseok Shim and
               Xindong Wu},
  title     = {EDiT: Interpreting Ensemble Models via Compact Soft Decision Trees},
  booktitle = {2019 {IEEE} International Conference on Data Mining, {ICDM} 2019,
               Beijing, China, November 8-11, 2019},
  pages     = {1438--1443},
  publisher = {{IEEE}},
  year      = {2019},
  url       = {https://doi.org/10.1109/ICDM.2019.00187},
  doi       = {10.1109/ICDM.2019.00187},
  timestamp = {Tue, 26 Jan 2021 13:51:21 +0100},
  biburl    = {https://dblp.org/rec/conf/icdm/YooS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YooJK19,
  author    = {Jaemin Yoo and
               Hyunsik Jeon and
               U Kang},
  editor    = {Sarit Kraus},
  title     = {Belief Propagation Network for Hard Inductive Semi-Supervised Learning},
  booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
               Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
               2019},
  pages     = {4178--4184},
  publisher = {ijcai.org},
  year      = {2019},
  url       = {https://doi.org/10.24963/ijcai.2019/580},
  doi       = {10.24963/ijcai.2019/580},
  timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/ijcai/YooJK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YooCKK19,
  author    = {Jaemin Yoo and
               Minyong Cho and
               Taebum Kim and
               U Kang},
  editor    = {Hanna M. Wallach and
               Hugo Larochelle and
               Alina Beygelzimer and
               Florence d'Alch{\'{e}}{-}Buc and
               Emily B. Fox and
               Roman Garnett},
  title     = {Knowledge Extraction with No Observable Data},
  booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
               on Neural Information Processing Systems 2019, NeurIPS 2019, December
               8-14, 2019, Vancouver, BC, Canada},
  pages     = {2701--2710},
  year      = {2019},
  url       = {https://proceedings.neurips.cc/paper/2019/hash/596f713f9a7376fe90a62abaaedecc2d-Abstract.html},
  timestamp = {Fri, 22 Jan 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/nips/YooCKK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/ScanagattaCZYK18,
  author    = {Mauro Scanagatta and
               Giorgio Corani and
               Marco Zaffalon and
               Jaemin Yoo and
               U Kang},
  title     = {Efficient learning of bounded-treewidth Bayesian networks from complete
               and incomplete data sets},
  journal   = {Int. J. Approx. Reason.},
  volume    = {95},
  pages     = {152--166},
  year      = {2018},
  url       = {https://doi.org/10.1016/j.ijar.2018.02.004},
  doi       = {10.1016/j.ijar.2018.02.004},
  timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/ijar/ScanagattaCZYK18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/JoYK18,
  author    = {Saehan Jo and
               Jaemin Yoo and
               U Kang},
  editor    = {Yi Chang and
               Chengxiang Zhai and
               Yan Liu and
               Yoelle Maarek},
  title     = {Fast and Scalable Distributed Loopy Belief Propagation on Real-World
               Graphs},
  booktitle = {Proceedings of the Eleventh {ACM} International Conference on Web
               Search and Data Mining, {WSDM} 2018, Marina Del Rey, CA, USA, February
               5-9, 2018},
  pages     = {297--305},
  publisher = {{ACM}},
  year      = {2018},
  url       = {https://doi.org/10.1145/3159652.3159722},
  doi       = {10.1145/3159652.3159722},
  timestamp = {Thu, 13 Aug 2020 18:13:38 +0200},
  biburl    = {https://dblp.org/rec/conf/wsdm/JoYK18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-02468,
  author    = {Mauro Scanagatta and
               Giorgio Corani and
               Marco Zaffalon and
               Jaemin Yoo and
               U Kang},
  title     = {Efficient Learning of Bounded-Treewidth Bayesian Networks from Complete
               and Incomplete Data Sets},
  journal   = {CoRR},
  volume    = {abs/1802.02468},
  year      = {2018},
  url       = {http://arxiv.org/abs/1802.02468},
  archivePrefix = {arXiv},
  eprint    = {1802.02468},
  timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1802-02468.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YooJK17,
  author    = {Jaemin Yoo and
               Saehan Jo and
               U Kang},
  editor    = {Vijay Raghavan and
               Srinivas Aluru and
               George Karypis and
               Lucio Miele and
               Xindong Wu},
  title     = {Supervised Belief Propagation: Scalable Supervised Inference on Attributed
               Networks},
  booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
               New Orleans, LA, USA, November 18-21, 2017},
  pages     = {595--604},
  publisher = {{IEEE} Computer Society},
  year      = {2017},
  url       = {https://doi.org/10.1109/ICDM.2017.69},
  doi       = {10.1109/ICDM.2017.69},
  timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl    = {https://dblp.org/rec/conf/icdm/YooJK17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
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