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20202026
most citedGetting More Juice Out of the SFT Data: Reward Learning from Human Demonstration Improves SFT for LLM Alignment

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math.OC2023

Zeroth-order Riemannian Averaging Stochastic Approximation Algorithms

Jiaxiang Li, Krishnakumar Balasubramanian, Shiqian Ma

We present Zeroth-order Riemannian Averaging Stochastic Approximation (\texttt{Zo-RASA}) algorithms for stochastic optimization on Riemannian manifolds. We show that \texttt{Zo-RAS…