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Mohammad Farazmand: "Accelerated Gradient Optimization: A Multiscale Analysis"
Institute for Pure & Applied Mathematics (IPAM)
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Data-Driven Prediction of Multistable Systems from Sparse Measurements
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Institute for Pure & Applied Mathematics (IPAM)
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Ivan Oseledets: QTT FEM solvers for elliptic multiscale problems
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Session 6-1 Accelerated Extra Gradient Descent A Novel Accelerated First Order Method
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Optimization for Deep Learning (Momentum, RMSprop, AdaGrad, Adam)
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A Primal-dual Analysis of Margin Maximization by Steepest Descent Methods
Simons Institute for the Theory of Computing
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On Gradient-Based Optimization: Accelerated, Distributed, Asynchronous and Stochastic
Simons Institute for the Theory of Computing
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Institute for Pure & Applied Mathematics (IPAM)
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On Gradient-Based Optimization: Accelerated, Stochastic and Nonconvex
Microsoft Research
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