Constrained Nonconvex Stochastic Optimization with One Projection

Yuyang Deng, Mohammadreza M. Kalan, Eitan J. Neugut +1

Constrained nonconvex optimization has seen increasing application in modern machine learning, such as safe LLM alignment/finetuning, transfer learning and rank-constrained continu…