Articoli con mandati relativi all'accesso pubblico - Anastasia KoloskovaUlteriori informazioni
Disponibili pubblicamente: 7
Decentralized stochastic optimization and gossip algorithms with compressed communication
A Koloskova*, SU Stich*, M Jaggi
ICML 2019 - Proceedings of the 36th International Conference on Machine Learning, 2019
Mandati: Swiss National Science Foundation
A unified theory of decentralized sgd with changing topology and local updates
A Koloskova*, N Loizou, S Boreiri, M Jaggi, SU Stich*
ICML 2020, 2020
Mandati: Swiss National Science Foundation
An improved analysis of gradient tracking for decentralized machine learning
A Koloskova, T Lin, SU Stich
Advances in Neural Information Processing Systems 34, 11422-11435, 2021
Mandati: Swiss National Science Foundation, European Commission
A linearly convergent algorithm for decentralized optimization: Sending less bits for free!
D Kovalev, A Koloskova, M Jaggi, P Richtarik, S Stich
International Conference on Artificial Intelligence and Statistics, 4087-4095, 2021
Mandati: Swiss National Science Foundation
Consensus control for decentralized deep learning
L Kong, T Lin, A Koloskova, M Jaggi, SU Stich
ICML 2021, 2021
Mandati: European Commission
Relaysum for decentralized deep learning on heterogeneous data
T Vogels*, L He*, A Koloskova, SP Karimireddy, T Lin, SU Stich, M Jaggi
Advances in Neural Information Processing Systems 34, 28004-28015, 2021
Mandati: Swiss National Science Foundation, European Commission
Decentralized local stochastic extra-gradient for variational inequalities
A Beznosikov, P Dvurechenskii, A Koloskova, V Samokhin, SU Stich, ...
Advances in Neural Information Processing Systems 35, 38116-38133, 2022
Mandati: German Research Foundation
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