Decentralized personalized federated learning: Lower bounds and optimal algorithm for all personalization modes
Sadiev, Abdurakhmon, Borodich, Ekaterina, Beznosikov, Aleksandr, Dvinskikh, Darina, Chezhegov, Saveliy, Tappenden, Rachael, Takáč, Martin, Gasnikov, Alexander
Published in EURO journal on computational optimization (2022)
Published in EURO journal on computational optimization (2022)
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Journal Article
Non-smooth setting of stochastic decentralized convex optimization problem over time-varying Graphs
Lobanov, Aleksandr, Veprikov, Andrew, Konin, Georgiy, Beznosikov, Aleksandr, Gasnikov, Alexander, Kovalev, Dmitry
Published in Computational management science (01.12.2023)
Published in Computational management science (01.12.2023)
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Journal Article
Solving Smooth Min-Min and Min-Max Problems by Mixed Oracle Algorithms
Gladin, Egor, Sadiev, Abdurakhmon, Gasnikov, Alexander, Dvurechensky, Pavel, Beznosikov, Aleksandr, Alkousa, Mohammad
Published in Mathematical Optimization Theory and Operations Research: Recent Trends
Published in Mathematical Optimization Theory and Operations Research: Recent Trends
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Book Chapter
Random-reshuffled SARAH does not need a full gradient computations
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Paper
Journal Article