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Advait Parulekar
Advait Parulekar
Graduate Student
Verified email at utexas.edu - Homepage
Title
Cited by
Cited by
Year
Regret bounds for stochastic shortest path problems with linear function approximation
D Vial, A Parulekar, S Shakkottai, R Srikant
International Conference on Machine Learning, 22203-22233, 2022
172022
L1 regression with lewis weights subsampling
A Parulekar, A Parulekar, E Price
Approximation, Randomization, and Combinatorial Optimization. Algorithms and …, 2021
152021
InfoNCE Loss Provably Learns Cluster-Preserving Representations
A Parulekar, L Collins, K Shanmugam, A Mokhtari, S Shakkottai
Conference on Learning Theory (COLT) 2023, 2023
102023
A theoretical justification for image inpainting using denoising diffusion probabilistic models
L Rout, A Parulekar, C Caramanis, S Shakkottai
arXiv preprint arXiv:2302.01217, 2023
92023
Improved algorithms for misspecified linear markov decision processes
D Vial, A Parulekar, S Shakkottai, R Srikant
International Conference on Artificial Intelligence and Statistics, 4723-4746, 2022
72022
Locating conical degeneracies in the spectra of parametric self-adjoint matrices
G Berkolaiko, A Parulekar
SIAM Journal on Matrix Analysis and Applications 42 (1), 224-242, 2021
4*2021
In-Context Learning with Transformers: Softmax Attention Adapts to Function Lipschitzness
L Collins*, A Parulekar*, A Mokhtari, S Sanghavi, ...
arXiv preprint arXiv:2402.11639, 2024
22024
PAC Generalisation via Invariant Representations
A Parulekar, K Shanmugam, S Shakkottai
International Conference on Machine Learning (ICML) 2023, 2022
12022
Stochastic linear bandits with protected subspace
A Parulekar, S Basu, A Gopalan, K Shanmugam, S Shakkottai
arXiv preprint arXiv:2011.01016, 2020
12020
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Articles 1–9