Dualize, Split, Randomize: Toward Fast Nonsmooth Optimization Algorithms von Salim, Adil, Condat, Laurent, Mishchenko, Konstantin, Richtárik, Peter

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Regularized Newton Method with Global \({\boldsymbol{\mathcal{O}(1/{k}^2)}}\) Convergence von Mishchenko, Konstantin

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Super-Universal Regularized Newton Method von Doikov, Nikita, Mishchenko, Konstantin, Nesterov, Yurii

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A DISTRIBUTED FLEXIBLE DELAY-TOLERANT PROXIMAL GRADIENT ALGORITHM von Mishchenko, Konstantin, Iutzeler, Franck, Malick, Jerome

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Regularized Newton Method with Global $O(1/k^2)$ Convergence von Mishchenko, Konstantin

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On Seven Fundamental Optimization Challenges in Machine Learning von Mishchenko, Konstantin

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Adaptive Proximal Gradient Method for Convex Optimization von Malitsky, Yura, Mishchenko, Konstantin

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Prodigy: An Expeditiously Adaptive Parameter-Free Learner von Mishchenko, Konstantin, Defazio, Aaron

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Learning-Rate-Free Learning by D-Adaptation von Defazio, Aaron, Mishchenko, Konstantin

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Sinkhorn Algorithm as a Special Case of Stochastic Mirror Descent von Mishchenko, Konstantin

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Regularized Newton Method with Global \(O(1/k^2)\) Convergence von Mishchenko, Konstantin

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On Seven Fundamental Optimization Challenges in Machine Learning von Mishchenko, Konstantin

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DoWG Unleashed: An Efficient Universal Parameter-Free Gradient Descent Method von Khaled, Ahmed, Mishchenko, Konstantin, Jin, Chi

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Prodigy: An Expeditiously Adaptive Parameter-Free Learner von Mishchenko, Konstantin, Defazio, Aaron

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Adaptive Proximal Gradient Method for Convex Optimization von Malitsky, Yura, Mishchenko, Konstantin

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Two Losses Are Better Than One: Faster Optimization Using a Cheaper Proxy von Woodworth, Blake, Mishchenko, Konstantin, Bach, Francis

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Convergence of First-Order Algorithms for Meta-Learning with Moreau Envelopes von Mishchenko, Konstantin, Hanzely, Slavomír, Richtárik, Peter

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Adaptive Gradient Descent without Descent von Malitsky, Yura, Mishchenko, Konstantin

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Elimination of Imbalances in Territorial Development as a Condition for Regional Competitiveness von Chernenko, Olga B., Mishchenko, Konstantin N., Konovalov, Aleksandr A., Naumov, Sergei A., Li, Anna S.

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Learning-Rate-Free Learning by D-Adaptation von Defazio, Aaron, Mishchenko, Konstantin

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