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Kush Bhatia
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Sparse local embeddings for extreme multi-label classification
K Bhatia, H Jain, P Kar, M Varma, P Jain
Advances in neural information processing systems 28, 2015
4202015
Fastgrnn: A fast, accurate, stable and tiny kilobyte sized gated recurrent neural network
A Kusupati, M Singh, K Bhatia, A Kumar, P Jain, M Varma
Advances in neural information processing systems 31, 2018
1702018
Derivative-free methods for policy optimization: Guarantees for linear quadratic systems
D Malik, A Pananjady, K Bhatia, K Khamaru, P Bartlett, M Wainwright
The 22nd international conference on artificial intelligence and statistics …, 2019
1382019
Robust regression via hard thresholding
K Bhatia, P Jain, P Kar
Advances in neural information processing systems 28, 2015
1372015
The extreme classification repository: Multi-label datasets and code
K Bhatia, K Dahiya, H Jain, A Mittal, Y Prabhu, M Varma
URL http://manikvarma. org/downloads/XC/XMLRepository. html, 2016
107*2016
Politex: Regret bounds for policy iteration using expert prediction
Y Abbasi-Yadkori, P Bartlett, K Bhatia, N Lazic, C Szepesvari, G Weisz
International Conference on Machine Learning, 3692-3702, 2019
902019
Consistent Robust Regression.
K Bhatia, P Jain, P Kamalaruban, P Kar
NIPS 2017, 2017
762017
Establishing appropriate trust via critical states
SH Huang, K Bhatia, P Abbeel, AD Dragan
RSJ International Conference on Intelligent Robots and Systems (IROS), 3929-3936, 2018
662018
Adaptive hard thresholding for near-optimal consistent robust regression
AS Suggala, K Bhatia, P Ravikumar, P Jain
Conference on Learning Theory, 2892-2897, 2019
272019
Gen-Oja: A Two-time-scale approach for Streaming CCA
K Bhatia, A Pacchiano, N Flammarion, PL Bartlett, MI Jordan
arXiv preprint arXiv:1811.08393, 2018
14*2018
Lazy generic cuts
D Khandelwal, K Bhatia, C Arora, P Singla
Computer Vision and Image Understanding 143, 80-91, 2016
92016
The effects of reward misspecification: Mapping and mitigating misaligned models
A Pan, K Bhatia, J Steinhardt
arXiv preprint arXiv:2201.03544, 2022
52022
Preference learning along multiple criteria: A game-theoretic perspective
K Bhatia, A Pananjady, P Bartlett, A Dragan, MJ Wainwright
Advances in neural information processing systems 33, 7413-7424, 2020
52020
Bayesian robustness: A nonasymptotic viewpoint
K Bhatia, YA Ma, AD Dragan, PL Bartlett, MI Jordan
arXiv preprint arXiv:1907.11826, 2019
52019
Agnostic Learning with Unknown Utilities
K Bhatia, PL Bartlett, AD Dragan, J Steinhardt
12th Innovations in Theoretical Computer Science Conference (ITCS 2021) 185, 55, 2021
22021
Reward Learning as Doubly Nonparametric Bandits: Optimal Design and Scaling Laws
K Bhatia, W Guo, J Steinhardt
12021
Explaining robot policies
OG Watkins, SH Huang, J Frost, K Bhatia, E Weiner, P Abbeel, T Darrell, ...
Applied AI Letters, 2021
12021
Online learning with dynamics: A minimax perspective
K Bhatia, K Sridharan
Advances in Neural Information Processing Systems 33, 15020-15030, 2020
12020
Statistical and Computational Trade-offs in Variational Inference: A Case Study in Inferential Model Selection
K Bhatia, NL Kuang, YA Ma, Y Wang
arXiv preprint arXiv:2207.11208, 2022
2022
Congested Bandits: Optimal Routing via Short-term Resets
P Awasthi, K Bhatia, S Gollapudi, K Kollias
International Conference on Machine Learning, 1078-1100, 2022
2022
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