conftrace_

decentralized stochastic optimization

2 papers

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Co-occurring keywords · papers mentioning both

consensus problem (1) nonconvex objectives (1) goldstein-subdifferential sets (1) online-to-nonconvex technique (1) compressed communication (1) gossip algorithm (1) stationary point (1) randomized smoothing (1) stochastic gradient descent (1)

Papers

An Online Optimization Perspective on First-Order and Zero-Order Decentralized Nonsmooth Nonconvex Stochastic Optimization ICML 2024 Decentralized Stochastic Optimization and Gossip Algorithms with Compressed Communication ICML 2019