conftrace_

nonsmooth

3 papers

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Co-occurring keywords · papers mentioning both

non-convex (2) exponentially distributed scalar (1) momentum (1) online-to-nonconvex conversion (1) parameter choices (1) schedule-free sgd (1) random scaling (1) critical point (1) iteration complexity (1) generalization (1)

Papers

A Generalization Result for Convergence in Learning-to-Optimize ICML 2025 General framework for online-to-nonconvex conversion: Schedule-free SGD is also effective for nonconvex optimization ICML 2025 Random Scaling and Momentum for Non-smooth Non-convex Optimization ICML 2024