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Advait Parulekar
PhD student, University of Texas, Austin
Joined
May 2021
Names
Advait Parulekar
(Preferred)
,
Advait U Parulekar
Emails
****@utexas.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
LinkedIn
Career & Education History
PhD student
University of Texas, Austin
(utexas.edu)
2020
–
Present
Undergrad student
Texas A&M
(tamu.edu)
2015
–
2019
Advisors, Relations & Conflicts
PhD Advisor
Sanjay Shakkottai
2020
–
Present
Expertise
contrastive learning
,
deep neural networks
,
representation learning
2020
–
Present
Publications
Stochastic Collapse Environments: A Benchmark for Agentic AI Research
Advait Parulekar
,
Alex Dimakis
ACM CAIS 2026: RLEval Workshop Poster
Readers:
Everyone
Efficient Approximate Posterior Sampling with Annealed Langevin Monte Carlo
Advait Parulekar
,
Litu Rout
,
Karthikeyan Shanmugam
,
Sanjay Shakkottai
ICLR 2026 Poster
Readers:
Everyone
In-Context Learning with Transformers: Softmax Attention Adapts to Function Lipschitzness
Liam Collins
,
Advait U Parulekar
,
Aryan Mokhtari
,
sujay sanghavi
,
Sanjay Shakkottai
NeurIPS 2024 spotlight
Readers:
Everyone
PAC Generalization via Invariant Representations
Advait U Parulekar
,
Karthikeyan Shanmugam
,
Sanjay Shakkottai
ICML 2023 Poster
Readers:
Everyone
A Theoretical Justification for Image Inpainting using Denoising Diffusion Probabilistic Models
Litu Rout
,
Advait Parulekar
,
Constantine Caramanis
,
Sanjay Shakkottai
2023 (modified: 31 Mar 2023)
CoRR 2023
Readers:
Everyone
InfoNCE Loss Provably Learns Cluster-Preserving Representations
Advait Parulekar
,
Liam Collins
,
Karthikeyan Shanmugam
,
Aryan Mokhtari
,
Sanjay Shakkottai
2023 (modified: 24 Apr 2023)
CoRR 2023
Readers:
Everyone
PAC Generalization via Invariant Representations
Advait Parulekar
,
Karthikeyan Shanmugam
,
Sanjay Shakkottai
2022 (modified: 03 Feb 2023)
CoRR 2022
Readers:
Everyone
Regret Bounds for Stochastic Shortest Path Problems with Linear Function Approximation
Daniel Vial
,
Advait Parulekar
,
Sanjay Shakkottai
,
R. Srikant
Published: 01 Jan 2022, Last Modified: 12 May 2023
ICML 2022
Readers:
Everyone
Improved Algorithms for Misspecified Linear Markov Decision Processes
Daniel Vial
,
Advait Parulekar
,
Sanjay Shakkottai
,
R. Srikant
Published: 01 Jan 2022, Last Modified: 12 May 2023
AISTATS 2022
Readers:
Everyone
Regret Bounds for Stochastic Shortest Path Problems with Linear Function Approximation
Daniel Vial
,
Advait Parulekar
,
Sanjay Shakkottai
,
R. Srikant
Published: 01 Jan 2021, Last Modified: 12 May 2023
CoRR 2021
Readers:
Everyone
View all 16 publications
Co-Authors
Aditya Gopalan
Aditya Parulekar
Alex Dimakis
Aryan Mokhtari
Constantine Caramanis
Daniel Vial
Eric Price
Gregory Berkolaiko
Karthikeyan Shanmugam
Liam Collins
Litu Rout
R. Srikant
Sanjay Shakkottai
Soumya Basu
sujay sanghavi