Anastasia Koloskova
Anastasia Koloskova
PhD student, EPFL
Verified email at epfl.ch
Title
Cited by
Cited by
Year
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
1982019
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
862020
Decentralized deep learning with arbitrary communication compression
A Koloskova, T Lin, SU Stich, M Jaggi
ICLR 2020, 2019
782019
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
152021
Efficient greedy coordinate descent for composite problems
SP Karimireddy, A Koloskova, SU Stich, M Jaggi
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
82019
Consensus control for decentralized deep learning
L Kong, T Lin, A Koloskova, M Jaggi, SU Stich
arXiv preprint arXiv:2102.04828, 2021
42021
Decentralized Local Stochastic Extra-Gradient for Variational Inequalities
A Beznosikov, P Dvurechensky, A Koloskova, V Samokhin, SU Stich, ...
arXiv preprint arXiv:2106.08315, 2021
32021
RelaySum for Decentralized Deep Learning on Heterogeneous Data
T Vogels, L He, A Koloskova, T Lin, SP Karimireddy, SU Stich, M Jaggi
arXiv preprint arXiv:2110.04175, 2021
2021
On the Effect of Consensus in Decentralized Deep Learning
T Lin, L Kong, A Koloskova, M Jaggi, SU Stich
2020
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Articles 1–9