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Cyclic Block Coordinate Descent With Variance Reduction for Composite Nonconvex Optimization.
Xufeng Cai
Chaobing Song
Stephen Wright
Jelena Diakonikolas
Published in:
ICML (2023)
Keyphrases
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variance reduction
optimization problems
convex optimization
gradient estimation
monte carlo
sample size
objective function
bias variance decomposition
random numbers
markov chain
machine learning
trade off
evolutionary algorithm
bayesian inference
importance sampling
quasi monte carlo