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Maya R. Gupta

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Kevin Robert Canini

> Home > Persons > Maya R. Gupta

Publications

2021
[j25]
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  - journals/jetc/ZhangCSG21
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  - https://dblp.org/rec/journals/jetc/ZhangCSG21
Nathan Zhang, Kevin Robert Canini, Sean Silva, Maya R. Gupta:
Fast Linear Interpolation. ACM J. Emerg. Technol. Comput. Syst. 17(2): 20:1-20:15 (2021)
[i22]
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  - journals/corr/abs-2102-05135
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Taman Narayan, Serena Lutong Wang, Kevin Robert Canini, Maya R. Gupta:
Regularization Strategies for Quantile Regression. CoRR abs/2102.05135 (2021)
2018
[c60]
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  - conf/nips/GuptaBCC18
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Maya R. Gupta, Dara Bahri, Andrew Cotter, Kevin Robert Canini:
Diminishing Returns Shape Constraints for Interpretability and Regularization. NeurIPS 2018: 6835-6845
2017
[c59]
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  - conf/nips/YouDCPG17
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Seungil You, David Ding, Kevin Robert Canini, Jan Pfeifer, Maya R. Gupta:
Deep Lattice Networks and Partial Monotonic Functions. NIPS 2017: 2981-2989
[i7]
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  dblp key:
  - journals/corr/abs-1709-06680
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Seungil You, David Ding, Kevin Robert Canini, Jan Pfeifer, Maya R. Gupta:
Deep Lattice Networks and Partial Monotonic Functions. CoRR abs/1709.06680 (2017)
2016
[j22]
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  - electronic edition @ jmlr.org (open access)
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  dblp key:
  - journals/jmlr/GuptaCPVCMME16
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Maya R. Gupta, Andrew Cotter, Jan Pfeifer, Konstantin Voevodski, Kevin Robert Canini, Alexander Mangylov, Wojtek Moczydlowski, Alexander Van Esbroeck:
Monotonic Calibrated Interpolated Look-Up Tables. J. Mach. Learn. Res. 17: 109:1-109:47 (2016)
[c56]
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  - conf/nips/FardCCPG16
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Mahdi Milani Fard, Kevin Robert Canini, Andrew Cotter, Jan Pfeifer, Maya R. Gupta:
Fast and Flexible Monotonic Functions with Ensembles of Lattices. NIPS 2016: 2919-2927
[c55]
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  - conf/nips/FardCCG16
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Mahdi Milani Fard, Quentin Cormier, Kevin Robert Canini, Maya R. Gupta:
Launch and Iterate: Reducing Prediction Churn. NIPS 2016: 3171-3179
2015
[i5]
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  - journals/corr/GuptaCPVCMM15
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Maya R. Gupta, Andrew Cotter, Jan Pfeifer, Konstantin Voevodski, Kevin Robert Canini, Alexander Mangylov, Wojtek Moczydlowski:
Monotonic Calibrated Interpolated Look-Up Tables. CoRR abs/1505.06378 (2015)

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