42 citations · 43 across the 2 of their papers we have counts for
2 papers
cs.LG2023★ 1 cited
Iterative Preference Learning from Human Feedback: Bridging Theory and Practice for RLHF under KL-Constraint
Wei Xiong, Hanze Dong, Chenlu Ye +5
This paper studies the alignment process of generative models with Reinforcement Learning from Human Feedback (RLHF). We first identify the primary challenges of existing popular m…
cs.LG2020★ 42 cited
Stochastic Recursive Gradient Descent Ascent for Stochastic Nonconvex-Strongly-Concave Minimax Problems
Luo Luo, Haishan Ye, Zhichao Huang +1
We consider nonconvex-concave minimax optimization problems of the form , where is strongly-concave in but p…