Ashwin Pananjady
Title
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Cited by
Year
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
742019
Linear regression with shuffled data: Statistical and computational limits of permutation recovery
A Pananjady, MJ Wainwright, TA Courtade
IEEE Transactions on Information Theory 64 (5), 3286-3300, 2017
70*2017
Gradient diversity: a key ingredient for scalable distributed learning
D Yin, A Pananjady, M Lam, D Papailiopoulos, K Ramchandran, P Bartlett
Proceedings of the 21th International Conference on Artificial Intelligence …, 2017
56*2017
Denoising linear models with permuted data
A Pananjady, MJ Wainwright, TA Courtade
2017 IEEE International Symposium on Information Theory (ISIT), 446-450, 2017
552017
Optimally approximating the coverage lifetime of wireless sensor networks
A Pananjady, VK Bagaria, R Vaze
IEEE/ACM Transactions on Networking 25 (1), 98-111, 2016
43*2016
Existence of Stein kernels under a spectral gap, and discrepancy bounds
TA Courtade, M Fathi, A Pananjady
Annales de l'Institut Henri Poincaré, Probabilités et Statistiques 55 (2 …, 2019
402019
Worst-case versus average-case design for estimation from partial pairwise comparisons
A Pananjady, C Mao, V Muthukumar, MJ Wainwright, TA Courtade
Annals of Statistics 48 (2), 1072-1097, 2020
24*2020
Instance-Dependent ℓ-Bounds for Policy Evaluation in Tabular Reinforcement Learning
A Pananjady, MJ Wainwright
IEEE Transactions on Information Theory 67 (1), 566-585, 2020
16*2020
Quantitative Stability of the Entropy Power Inequality
TA Courtade, M Fathi, A Pananjady
IEEE Transactions on Information Theory 64 (8), 5691-5703, 2018
152018
Wasserstein stability of the entropy power inequality for log-concave random vectors
TA Courtade, M Fathi, A Pananjady
2017 IEEE International Symposium on Information Theory (ISIT), 659-663, 2017
13*2017
The Effect of Local Decodability Constraints on Variable-Length Compression
A Pananjady, TA Courtade
IEEE Transactions on Information Theory 64 (4), 2593-2608, 2018
12*2018
Towards Optimal Estimation of Bivariate Isotonic Matrices with Unknown Permutations
C Mao, A Pananjady, MJ Wainwright
arXiv preprint arXiv:1806.09544, 2018
102018
The online disjoint set cover problem and its applications
A Pananjady, VK Bagaria, R Vaze
2015 IEEE Conference on Computer Communications (INFOCOM), 1221-1229, 2015
102015
Breaking the Barrier: Faster Rates for Permutation-based Models in Polynomial Time
C Mao, A Pananjady, MJ Wainwright
arXiv preprint arXiv:1802.09963, 2018
92018
Max-Affine Regression: Provable, Tractable, and Near-Optimal Statistical Estimation
A Ghosh, A Pananjady, A Guntuboyina, K Ramchandran
arXiv preprint arXiv:1906.09255, 2019
82019
A Family of Bayesian Cramér-Rao Bounds, and Consequences for Log-Concave Priors
E Aras, KY Lee, A Pananjady, TA Courtade
2019 IEEE International Symposium on Information Theory (ISIT), 2699-2703, 2019
62019
Is temporal difference learning optimal? an instance-dependent analysis
K Khamaru, A Pananjady, F Ruan, MJ Wainwright, MI Jordan
arXiv preprint arXiv:2003.07337, 2020
52020
Maximizing utility among selfish users in social groups
A Pananjady, VK Bagaria, R Vaze
2014 Twentieth National Conference on Communications (NCC), 1-6, 2014
52014
Isotonic regression with unknown permutations: Statistics, computation, and adaptation
A Pananjady, RJ Samworth
arXiv preprint arXiv:2009.02609, 2020
32020
Max-affine regression with universal parameter estimation for small-ball designs
A Ghosh, A Pananjady, A Guntuboyina, K Ramchandran
2020 IEEE International Symposium on Information Theory (ISIT), 2706-2710, 2020
22020
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Articles 1–20