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Abhishek Shetty
Abhishek Shetty
Postdoctoral Fellow, Massachussetts Institute of Technology
Verified email at berkeley.edu - Homepage
Title
Cited by
Cited by
Year
Smoothed analysis with adaptive adversaries
N Haghtalab, T Roughgarden, A Shetty
2021 IEEE 62nd Annual Symposium on Foundations of Computer Science (FOCS …, 2022
662022
Smoothed Analysis of Online and Differentially Private Learning
N Haghtalab, T Roughgarden, A Shetty
Advances in Neural Information Processing Systems 33, 2020
642020
Oracle-Efficient Online Learning for Smoothed Adversaries
N Haghtalab, Y Han, A Shetty, K Yang
Advances in Neural Information Processing Systems, 0
39*
Effect of Activation Functions on the Training of Overparametrized Neural Nets
A Panigrahi, A Shetty, N Goyal
arXiv preprint arXiv:1908.05660, 2019
342019
Matrix discrepancy from Quantum communication
SB Hopkins, P Raghavendra, A Shetty
Proceedings of the 54th Annual ACM SIGACT Symposium on Theory of Computing …, 2022
222022
Distribution Compression in Near-Linear Time
A Shetty, R Dwivedi, L Mackey
arXiv preprint arXiv:2111.07941, 2021
222021
Optimal pac bounds without uniform convergence
I Aden-Ali, Y Cherapanamjeri, A Shetty, N Zhivotovskiy
2023 IEEE 64th Annual Symposium on Foundations of Computer Science (FOCS …, 2023
202023
Fractional pseudorandom generators from any fourier level
E Chattopadhyay, J Gaitonde, CH Lee, S Lovett, A Shetty
arXiv preprint arXiv:2008.01316, 2020
152020
Non-Gaussian component analysis using entropy methods
N Goyal, A Shetty
Proceedings of the 51st Annual ACM SIGACT Symposium on Theory of Computing …, 2019
142019
Sampling and Optimization on Convex Sets in Riemannian Manifolds of Non-Negative Curvature
N Goyal, A Shetty
Conference on Learning Theory, 1519-1561, 2019
132019
Smoothed analysis of sequential probability assignment
A Bhatt, N Haghtalab, A Shetty
Advances in Neural Information Processing Systems 36, 79808-79831, 2023
112023
Omnipredictors for regression and the approximate rank of convex functions
P Gopalan, P Okoroafor, P Raghavendra, A Sherry, M Singhal
The Thirty Seventh Annual Conference on Learning Theory, 2027-2070, 2024
82024
The One-Inclusion Graph Algorithm is not Always Optimal
I Aden-Ali, Y Cherapanamjeri, A Shetty, N Zhivotovskiy
The Thirty Sixth Annual Conference on Learning Theory, 72-88, 2023
82023
Adversarial resilience in sequential prediction via abstention
S Goel, S Hanneke, S Moran, A Shetty
Advances in Neural Information Processing Systems 36, 8027-8047, 2023
72023
On the performance of empirical risk minimization with smoothed data
A Block, A Rakhlin, A Shetty
The Thirty Seventh Annual Conference on Learning Theory, 596-629, 2024
62024
Smooth Nash Equilibria: Algorithms and Complexity
C Daskalakis, N Golowich, N Haghtalab, A Shetty
arXiv preprint arXiv:2309.12226, 2023
62023
Oracle-efficient differentially private learning with public data
A Block, M Bun, R Desai, A Shetty, SZ Wu
Advances in Neural Information Processing Systems 37, 113191-113233, 2024
52024
Progressive ensemble distillation: Building ensembles for efficient inference
D Dennis, A Shetty, AP Sevekari, K Koishida, V Smith
Advances in Neural Information Processing Systems 36, 43525-43543, 2023
42023
Tolerant algorithms for learning with arbitrary covariate shift
S Goel, A Shetty, K Stavropoulos, A Vasilyan
Advances in Neural Information Processing Systems 37, 124979-125018, 2024
32024
Low-Rank Thinning
AM Carrell, A Gong, A Shetty, R Dwivedi, L Mackey
arXiv preprint arXiv:2502.12063, 2025
2025
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