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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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