General framework for online-to-nonconvex conversion: Schedule-free SGD is also effective for nonconvex optimization

Kwangjun Ahn, Gagik Magakyan, Ashok Cutkosky

This work investigates the effectiveness of schedule-free methods, developed by A. Defazio et al. (NeurIPS 2024), in nonconvex optimization settings, inspired by their remarkable e…