Scholar
Advait Parulekar
Google Scholar ID: 9u8SExAAAAAJ
Graduate Student
Citations & Impact
Citations
165
H-index
6
i10-index
6
Publications
10
Co-authors
13
list available
Resume (English only)
Academic Achievements
- Efficient Approximate Posterior Sampling with Annealed Langevin Monte Carlo
- In-Context Learning with Transformers: Softmax Attention Adapts to Function Lipschitzness (NeurIPS 2024, Spotlight)
- InfoNCE Loss Provably Learns Cluster-Preserving Representations (COLT 2023)
- A Theoretical Justification for Image Inpainting using Denoising Diffusion Probabilistic Models
- PAC Generalization via Invariant Representations (ICML 2023)
- Improved Algorithms for Misspecified Linear Markov Decision Processes (AISTATS 2022)
- Regret Bounds for Stochastic Shortest Path Problems with Linear Function Approximation (ICML 2022)
- L1 Regression with Lewis Weights Subsampling (RANDOM 2021)
- Stochastic Linear Bandits with Protected Subspace
- Locating conical degeneracies in the spectra of parametric self-adjoint matrices (SIAM Journal on Matrix Analysis and Applications, Volume 42)
- Honorable Mention, 2018 William Lowell Putnam Math Contest
- USA Physics Olympiad Team Member, 2015
- Indian Math Olympiad Training Camp, 2013
