Gautam, Tanmay

4 publications

L4DC 2024 Soft Convex Quantization: Revisiting Vector Quantization with Convex Optimization Tanmay Gautam, Reid Pryzant, Ziyi Yang, Chenguang Zhu, Somayeh Sojoudi

ICML 2024 Variance-Reduced Zeroth-Order Methods for Fine-Tuning Language Models Tanmay Gautam, Youngsuk Park, Hao Zhou, Parameswaran Raman, Wooseok Ha

ICLRW 2024 Variance-Reduced Zeroth-Order Methods for Fine-Tuning Language Models Tanmay Gautam, Youngsuk Park, Hao Zhou, Parameswaran Raman, Wooseok Ha

L4DC 2022 Safe Reinforcement Learning with Chance-Constrained Model Predictive Control Samuel Pfrommer, Tanmay Gautam, Alec Zhou, Somayeh Sojoudi