BibTeX records: Shivapratap Gopakumar

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@inproceedings{DBLP:conf/nips/GopakumarGR0V18,
  author    = {Shivapratap Gopakumar and
               Sunil Gupta and
               Santu Rana and
               Vu Nguyen and
               Svetha Venkatesh},
  editor    = {Samy Bengio and
               Hanna M. Wallach and
               Hugo Larochelle and
               Kristen Grauman and
               Nicol{\`{o}} Cesa{-}Bianchi and
               Roman Garnett},
  title     = {Algorithmic Assurance: An Active Approach to Algorithmic Testing using
               Bayesian Optimisation},
  booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
               on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December
               2018, Montr{\'{e}}al, Canada},
  pages     = {5470--5478},
  year      = {2018},
  url       = {http://papers.nips.cc/paper/7791-algorithmic-assurance-an-active-approach-to-algorithmic-testing-using-bayesian-optimisation},
  timestamp = {Fri, 06 Mar 2020 17:00:31 +0100},
  biburl    = {https://dblp.org/rec/conf/nips/GopakumarGR0V18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/GopakumarTPV16,
  author    = {Shivapratap Gopakumar and
               Truyen Tran and
               Dinh Q. Phung and
               Svetha Venkatesh},
  editor    = {Jinyan Li and
               Xue Li and
               Shuliang Wang and
               Jianxin Li and
               Quan Z. Sheng},
  title     = {Stabilizing Linear Prediction Models Using Autoencoder},
  booktitle = {Advanced Data Mining and Applications - 12th International Conference,
               {ADMA} 2016, Gold Coast, QLD, Australia, December 12-15, 2016, Proceedings},
  series    = {Lecture Notes in Computer Science},
  volume    = {10086},
  pages     = {651--663},
  year      = {2016},
  url       = {https://doi.org/10.1007/978-3-319-49586-6\_46},
  doi       = {10.1007/978-3-319-49586-6\_46},
  timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/adma/GopakumarTPV16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/GopakumarTLPV16,
  author    = {Shivapratap Gopakumar and
               Truyen Tran and
               Wei Luo and
               Dinh Q. Phung and
               Svetha Venkatesh},
  title     = {Forecasting Patient Outflow from Wards having No Real-Time Clinical
               Data},
  booktitle = {2016 {IEEE} International Conference on Healthcare Informatics, {ICHI}
               2016, Chicago, IL, USA, October 4-7, 2016},
  pages     = {177--183},
  publisher = {{IEEE} Computer Society},
  year      = {2016},
  url       = {https://doi.org/10.1109/ICHI.2016.26},
  doi       = {10.1109/ICHI.2016.26},
  timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
  biburl    = {https://dblp.org/rec/conf/ichi/GopakumarTLPV16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NguyenTGPV16,
  author    = {Nguyen Cong Thuong and
               Truyen Tran and
               Shivapratap Gopakumar and
               Dinh Q. Phung and
               Svetha Venkatesh},
  title     = {An evaluation of randomized machine learning methods for redundant
               data: Predicting short and medium-term suicide risk from administrative
               records and risk assessments},
  journal   = {CoRR},
  volume    = {abs/1605.01116},
  year      = {2016},
  url       = {http://arxiv.org/abs/1605.01116},
  archivePrefix = {arXiv},
  eprint    = {1605.01116},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/NguyenTGPV16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/GopakumarTNPV15,
  author    = {Shivapratap Gopakumar and
               Truyen Tran and
               Tu Dinh Nguyen and
               Dinh Q. Phung and
               Svetha Venkatesh},
  title     = {Stabilizing High-Dimensional Prediction Models Using Feature Graphs},
  journal   = {{IEEE} J. Biomed. Health Informatics},
  volume    = {19},
  number    = {3},
  pages     = {1044--1052},
  year      = {2015},
  url       = {https://doi.org/10.1109/JBHI.2014.2353031},
  doi       = {10.1109/JBHI.2014.2353031},
  timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/titb/GopakumarTNPV15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/GopakumarNTPV15,
  author    = {Shivapratap Gopakumar and
               Tu Dinh Nguyen and
               Truyen Tran and
               Dinh Q. Phung and
               Svetha Venkatesh},
  editor    = {Tru Cao and
               Ee{-}Peng Lim and
               Zhi{-}Hua Zhou and
               Tu Bao Ho and
               David Wai{-}Lok Cheung and
               Hiroshi Motoda},
  title     = {Stabilizing Sparse Cox Model Using Statistic and Semantic Structures
               in Electronic Medical Records},
  booktitle = {Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia
               Conference, {PAKDD} 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015,
               Proceedings, Part {II}},
  series    = {Lecture Notes in Computer Science},
  volume    = {9078},
  pages     = {331--343},
  publisher = {Springer},
  year      = {2015},
  url       = {https://doi.org/10.1007/978-3-319-18032-8\_26},
  doi       = {10.1007/978-3-319-18032-8\_26},
  timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/pakdd/GopakumarNTPV15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GopakumarTPV14,
  author    = {Shivapratap Gopakumar and
               Truyen Tran and
               Dinh Q. Phung and
               Svetha Venkatesh},
  title     = {Stabilizing Sparse Cox Model using Clinical Structures in Electronic
               Medical Records},
  journal   = {CoRR},
  volume    = {abs/1407.6094},
  year      = {2014},
  url       = {http://arxiv.org/abs/1407.6094},
  archivePrefix = {arXiv},
  eprint    = {1407.6094},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/GopakumarTPV14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
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