Parulekar, Advait

4 publications

NeurIPS 2024 In-Context Learning with Transformers: SoftMax Attention Adapts to Function Lipschitzness Liam Collins, Advait Parulekar, Aryan Mokhtari, Sujay Sanghavi, Sanjay Shakkottai

COLT 2023 InfoNCE Loss Provably Learns Cluster-Preserving Representations Advait Parulekar, Liam Collins, Karthikeyan Shanmugam, Aryan Mokhtari, Sanjay Shakkottai

AISTATS 2022 Improved Algorithms for Misspecified Linear Markov Decision Processes Daniel Vial, Advait Parulekar, Sanjay Shakkottai, R Srikant

ICML 2022 Regret Bounds for Stochastic Shortest Path Problems with Linear Function Approximation Daniel Vial, Advait Parulekar, Sanjay Shakkottai, R Srikant