convergence speed
Carlo Settings Through Counterfactual Value Based Fictitious Play Ju Qi
The Counterfactual Regret Minimization (CFR) algorithm Zinkevich et al. [2007] is crucial for solving extensive-form games with incomplete information.
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Birder: Communication-Efficient 1-bit Adaptive Optimizer for Practical Distributed DNN Training
Therefore, from a system-level perspective, the design ethos of a system-efficient communication-compression algorithm is that we should guarantee that the compression/decompression of the algorithm is computationally light and takes less time, and it should also be friendly to efficient collective communication primitives.
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AcceleratedProjectedGradientAlgorithmsfor SparsityConstrainedOptimizationProblems
A classical problem that fits in the framework of (1) is the best subset selection problem in linear regression [6,20].
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