Locally Non-linear Embeddings for Extreme Multi-label Learning.
Kush Bhatia, Himanshu Jain, Purushottam Kar, Prateek Jain, Manik Varma: Locally Non-linear Embeddings for Extreme Multi-label Learning. CoRR abs/1507.02743 (2015)
View ArticleRobust Regression via Hard Thresholding.
Kush Bhatia, Prateek Jain, Purushottam Kar: Robust Regression via Hard Thresholding. CoRR abs/1506.02428 (2015)
View ArticleSparse Local Embeddings for Extreme Multi-label Classification.
Kush Bhatia, Himanshu Jain, Purushottam Kar, Manik Varma, Prateek Jain: Sparse Local Embeddings for Extreme Multi-label Classification. NIPS 2015: 730-738
View ArticleRobust Regression via Hard Thresholding.
Kush Bhatia, Prateek Jain, Purushottam Kar: Robust Regression via Hard Thresholding. NIPS 2015: 721-729
View ArticleEfficient and Consistent Robust Time Series Analysis.
Kush Bhatia, Prateek Jain, Parameswaran Kamalaruban, Purushottam Kar: Efficient and Consistent Robust Time Series Analysis. CoRR abs/1607.00146 (2016)
View ArticleLazy Generic Cuts.
Dinesh Khandelwal, Kush Bhatia, Chetan Arora, Parag Singla: Lazy Generic Cuts. Comput. Vis. Image Underst. 143: 80-91 (2016)
View ArticleConsistent Robust Regression.
Kush Bhatia, Prateek Jain, Parameswaran Kamalaruban, Purushottam Kar: Consistent Robust Regression. NIPS 2017: 2110-2119
View ArticleDerivative-Free Methods for Policy Optimization: Guarantees for Linear...
Dhruv Malik, Ashwin Pananjady, Kush Bhatia, Koulik Khamaru, Peter L. Bartlett, Martin J. Wainwright: Derivative-Free Methods for Policy Optimization: Guarantees for Linear Quadratic Systems. CoRR...
View ArticleGen-Oja: A Simple and Efficient Algorithm for Streaming Generalized...
Kush Bhatia, Aldo Pacchiano, Nicolas Flammarion, Peter L. Bartlett, Michael I. Jordan: Gen-Oja: A Simple and Efficient Algorithm for Streaming Generalized Eigenvector Computation. CoRR abs/1811.08393...
View ArticleEstablishing Appropriate Trust via Critical States.
Sandy H. Huang, Kush Bhatia, Pieter Abbeel, Anca D. Dragan: Establishing Appropriate Trust via Critical States. CoRR abs/1810.08174 (2018)
View ArticleFastGRNN: A Fast, Accurate, Stable and Tiny Kilobyte Sized Gated Recurrent...
Aditya Kusupati, Manish Singh, Kush Bhatia, Ashish Kumar, Prateek Jain, Manik Varma: FastGRNN: A Fast, Accurate, Stable and Tiny Kilobyte Sized Gated Recurrent Neural Network. NeurIPS 2018: 9031-9042
View ArticleGen-Oja: Simple & Efficient Algorithm for Streaming Generalized Eigenvector...
Kush Bhatia, Aldo Pacchiano, Nicolas Flammarion, Peter L. Bartlett, Michael I. Jordan: Gen-Oja: Simple & Efficient Algorithm for Streaming Generalized Eigenvector Computation. NeurIPS 2018: 7016-7025
View ArticleEstablishing Appropriate Trust via Critical States.
Sandy H. Huang, Kush Bhatia, Pieter Abbeel, Anca D. Dragan: Establishing Appropriate Trust via Critical States. IROS 2018: 3929-3936
View ArticleBayesian Robustness: A Nonasymptotic Viewpoint.
Kush Bhatia, Yi-An Ma, Anca D. Dragan, Peter L. Bartlett, Michael I. Jordan: Bayesian Robustness: A Nonasymptotic Viewpoint. CoRR abs/1907.11826 (2019)
View ArticleAdaptive Hard Thresholding for Near-optimal Consistent Robust Regression.
Arun Sai Suggala, Kush Bhatia, Pradeep Ravikumar, Prateek Jain: Adaptive Hard Thresholding for Near-optimal Consistent Robust Regression. CoRR abs/1903.08192 (2019)
View ArticleFastGRNN: A Fast, Accurate, Stable and Tiny Kilobyte Sized Gated Recurrent...
Aditya Kusupati, Manish Singh, Kush Bhatia, Ashish Kumar, Prateek Jain, Manik Varma: FastGRNN: A Fast, Accurate, Stable and Tiny Kilobyte Sized Gated Recurrent Neural Network. CoRR abs/1901.02358 (2019)
View ArticlePOLITEX: Regret Bounds for Policy Iteration using Expert Prediction.
Yasin Abbasi-Yadkori, Peter L. Bartlett, Kush Bhatia, Nevena Lazic, Csaba Szepesvári, Gellért Weisz: POLITEX: Regret Bounds for Policy Iteration using Expert Prediction. ICML 2019: 3692-3702
View ArticleAdaptive Hard Thresholding for Near-optimal Consistent Robust Regression.
Arun Sai Suggala, Kush Bhatia, Pradeep Ravikumar, Prateek Jain: Adaptive Hard Thresholding for Near-optimal Consistent Robust Regression. COLT 2019: 2892-2897
View ArticleDerivative-Free Methods for Policy Optimization: Guarantees for Linear...
Dhruv Malik, Ashwin Pananjady, Kush Bhatia, Koulik Khamaru, Peter L. Bartlett, Martin J. Wainwright: Derivative-Free Methods for Policy Optimization: Guarantees for Linear Quadratic Systems. AISTATS...
View ArticleOnline learning with dynamics: A minimax perspective.
Kush Bhatia, Karthik Sridharan: Online learning with dynamics: A minimax perspective. CoRR abs/2012.01705 (2020)
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