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Protected: Distributed processing of on-line stochastic optimization

アルゴリズム:Algorithms

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2023.05.20 2023.02.08

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アルゴリズム:Algorithms グラフ理論スパースモデリング幾何学:Geometry 微分積分:Calculus 最適化:Optimization 機械学習:Machine Learning 確率・統計:Probability and Statistics 線形代数:Linear Algebra 集合論:Set theory

AI artificial intelligence asynchronous distributed SGD digital transformation Distributed Processing DX Epoch Expected Error Hogwild! Label Propagation Method Lipschitz Continuous machine learning mini-batch methods mini-batch parallelization of gradient methods ML Nesterov's Acceleration Method on-line stochastic optimization Parallelization parallelized SGD Propagation on Graph SGD sparse feature vectors Step Size stochastic optimization methods Strongly Convex Expected Error SVRG unbiased estimators variance of gradients α-Strongly Convex γ-Smooth

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