BibTeX records: Puja Sahu

• > Home > Persons > Puja Sahu

@article{DBLP:journals/corr/abs-2008-07330,
  author       = {Puja Sahu and
                  Nandyala Hemachandra},
  title        = {Optimal Posteriors for Chi-squared Divergence based PAC-Bayesian Bounds
                  and Comparison with KL-divergence based Optimal Posteriors and Cross-Validation
                  Procedure},
  journal      = {CoRR},
  volume       = {abs/2008.07330},
  year         = {2020},
  url          = {https://arxiv.org/abs/2008.07330},
  eprinttype    = {arXiv},
  eprint       = {2008.07330},
  timestamp    = {Fri, 21 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2008-07330.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/acml/SahuH19,
  author       = {Puja Sahu and
                  Nandyala Hemachandra},
  editor       = {Wee Sun Lee and
                  Taiji Suzuki},
  title        = {Optimal PAC-Bayesian Posteriors for Stochastic Classifiers and their
                  use for Choice of {SVM} Regularization Parameter},
  booktitle    = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
                  2019, 17-19 November 2019, Nagoya, Japan},
  series       = {Proceedings of Machine Learning Research},
  volume       = {101},
  pages        = {268--283},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v101/sahu19a.html},
  timestamp    = {Mon, 18 Nov 2019 16:57:55 +0100},
  biburl       = {https://dblp.org/rec/conf/acml/SahuH19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1912-06803,
  author       = {Puja Sahu and
                  Nandyala Hemachandra},
  title        = {Optimal PAC-Bayesian Posteriors for Stochastic Classifiers and their
                  use for Choice of {SVM} Regularization Parameter},
  journal      = {CoRR},
  volume       = {abs/1912.06803},
  year         = {2019},
  url          = {http://arxiv.org/abs/1912.06803},
  eprinttype    = {arXiv},
  eprint       = {1912.06803},
  timestamp    = {Fri, 03 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1912-06803.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/comad/SahuH18,
  author       = {Puja Sahu and
                  Nandyala Hemachandra},
  editor       = {Sayan Ranu and
                  Niloy Ganguly and
                  Raghu Ramakrishnan and
                  Sunita Sarawagi and
                  Shourya Roy},
  title        = {Some new PAC-Bayesian bounds and their use in selection of regularization
                  parameter for linear SVMs},
  booktitle    = {Proceedings of the {ACM} India Joint International Conference on Data
                  Science and Management of Data, {COMAD/CODS} 2018, Goa, India, January
                  11-13, 2018},
  pages        = {240--248},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3152494.3152514},
  doi          = {10.1145/3152494.3152514},
  timestamp    = {Fri, 10 May 2024 15:57:21 +0200},
  biburl       = {https://dblp.org/rec/conf/comad/SahuH18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/mike/HemachandraS15,
  author       = {Nandyala Hemachandra and
                  Puja Sahu},
  editor       = {Rajendra Prasath and
                  Anil Kumar Vuppala and
                  T. Kathirvalavakumar},
  title        = {A Geometric Viewpoint of the Selection of the Regularization Parameter
                  in Some Support Vector Machines},
  booktitle    = {Mining Intelligence and Knowledge Exploration - Third International
                  Conference, {MIKE} 2015, Hyderabad, India, December 9-11, 2015, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9468},
  pages        = {140--149},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-26832-3\_14},
  doi          = {10.1007/978-3-319-26832-3\_14},
  timestamp    = {Sun, 25 Oct 2020 22:46:15 +0100},
  biburl       = {https://dblp.org/rec/conf/mike/HemachandraS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}