Chang-Wei Shi

Machine Learning (4) Optimization & Theory · Machine Learning (4) Mathematics & Optimization (3) Optimization (3) Deep Learning (2) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Optimization & Theory · Deep Learning (1)

convergence analysis (3) non-convex optimization (1) distributed learning (1) distributed optimization (1) local updates (1) convergence rate (1) asynchronous sgd (1) batch size (1) polyak-lojasiewicz condition (1) asynchronous stochastic gradient descent (1) malicious attack (1) byzantine worker (1) momentum sgd (1) robust aggregator (1) delay-adaptive learning rate (1) byzantine-robust distributed learning (1) asynchronous distributed learning (1) arbitrary delay (1) aggregation error (1) stochastic gradient descent (1)