4
Publications
339
Citations
4
H-Index
2018
Active since
Affiliations
Centre Universitaire de Mila(Current)
Anastasiia Koloskova is an author at Centre Universitaire de Mila specializing in distributed learning, cryptography, and edge computing.
Top concepts
BlockchainEngineeringCryptographyData ScienceEdge ComputingComputer ScienceNetwork AnalysisFederated LearningDistributed LearningStochastic Optimization
Publications per year
2018–2021
4
4
A Unified Theory of Decentralized SGD with Changing Topology and Local Updates
Anastasiia Koloskova, Nicolas Loizou, Sadra Boreiri et al. · Infoscience (Ecole Polytechnique Fédérale de Lausanne) · 2020 · 127 citations · Full text
Mathematical Programming, Blockchain Consensus Protocol, Engineering +21
Consensus Control for Decentralized Deep Learning
Lingjing Kong, Tao Lin, Anastasiia Koloskova et al. · Infoscience (Ecole Polytechnique Fédérale de Lausanne) · 2021 · 17 citations · Full text
Efficient Greedy Coordinate Descent for Composite Problems
Sai Praneeth Karimireddy, Anastasiia Koloskova, Sebastian U. Stich et al. · arXiv (Cornell University) · 2018 · 10 citations · Full text
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