conftrace_

non-smooth convex

2 papers

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Co-occurring keywords · papers mentioning both

convergence rate (2) non-smooth convex function (1) lyapunov analysis (1) decentralized algorithm (1) momentum method (1) gradient clipping (1) randomized smoothing (1) primal-dual method (1) nonsmooth optimization (1) lipschitz continuity (1)

Papers

Stability and Convergence of Stochastic Gradient Clipping: Beyond Lipschitz Continuity and Smoothness ICML 2021 Optimal Algorithms for Non-Smooth Distributed Optimization in Networks NeurIPS 2018