ICML 2024 "nonsmooth optimization" Papers

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Nonsmooth Implicit Differentiation: Deterministic and Stochastic Convergence Rates

Riccardo Grazzi, Massimiliano Pontil, Saverio Salzo

ICML 2024posterarXiv:2403.11687

Smoothing Proximal Gradient Methods for Nonsmooth Sparsity Constrained Optimization: Optimality Conditions and Global Convergence

Ganzhao Yuan

ICML 2024posterarXiv:2104.13782

Zeroth-Order Methods for Constrained Nonconvex Nonsmooth Stochastic Optimization

Zhuanghua Liu, Cheng Chen, Luo Luo et al.

ICML 2024poster