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A modular analysis of adaptive (non-)convex optimization: Optimism, composite objectives, variance reduction, and variational bounds.
Pooria Joulani
András György
Csaba Szepesvári
Published in:
Theor. Comput. Sci. (2020)
Keyphrases
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convex optimization
variance reduction
upper bound
lower bound
markov random field
image segmentation
reinforcement learning
total variation
convex optimization problems