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Preference learning along multiple criteria: A game-theoretic perspective


May 05, 2021
Kush Bhatia, Ashwin Pananjady, Peter L. Bartlett, Anca D. Dragan, Martin J. Wainwright

* 47 pages; published as a conference paper at NeurIPS 2020 

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Agnostic learning with unknown utilities


Apr 17, 2021
Kush Bhatia, Peter L. Bartlett, Anca D. Dragan, Jacob Steinhardt

* 30 pages; published as a conference paper at ITCS 2021 

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Online learning with dynamics: A minimax perspective


Dec 03, 2020
Kush Bhatia, Karthik Sridharan

* Published at NeurIPS 2020 

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Bayesian Robustness: A Nonasymptotic Viewpoint


Jul 27, 2019
Kush Bhatia, Yi-An Ma, Anca D. Dragan, Peter L. Bartlett, Michael I. Jordan

* 30 pages, 5 figures 

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Adaptive Hard Thresholding for Near-optimal Consistent Robust Regression


Mar 19, 2019
Arun Sai Suggala, Kush Bhatia, Pradeep Ravikumar, Prateek Jain


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FastGRNN: A Fast, Accurate, Stable and Tiny Kilobyte Sized Gated Recurrent Neural Network


Jan 08, 2019
Aditya Kusupati, Manish Singh, Kush Bhatia, Ashish Kumar, Prateek Jain, Manik Varma

* 23 pages, 10 figures, Published at Advances in Neural Information Processing Systems (NeurIPS) 2018 

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Derivative-Free Methods for Policy Optimization: Guarantees for Linear Quadratic Systems


Dec 20, 2018
Dhruv Malik, Ashwin Pananjady, Kush Bhatia, Koulik Khamaru, Peter L. Bartlett, Martin J. Wainwright

* 43 pages 

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Gen-Oja: A Simple and Efficient Algorithm for Streaming Generalized Eigenvector Computation


Nov 20, 2018
Kush Bhatia, Aldo Pacchiano, Nicolas Flammarion, Peter L. Bartlett, Michael I. Jordan

* Accepted at NIPS 2018 

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Establishing Appropriate Trust via Critical States


Oct 18, 2018
Sandy H. Huang, Kush Bhatia, Pieter Abbeel, Anca D. Dragan

* IROS 2018 

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Efficient and Consistent Robust Time Series Analysis


Jul 01, 2016
Kush Bhatia, Prateek Jain, Parameswaran Kamalaruban, Purushottam Kar


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Locally Non-linear Embeddings for Extreme Multi-label Learning


Jul 09, 2015
Kush Bhatia, Himanshu Jain, Purushottam Kar, Prateek Jain, Manik Varma


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Robust Regression via Hard Thresholding


Jun 08, 2015
Kush Bhatia, Prateek Jain, Purushottam Kar

* 24 pages, 3 figures 

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