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Michael Diskin
Michael Diskin
Lead Research Engineer, WB Tech & HSE University
在 hse.ru 的电子邮件经过验证 - 首页
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A critical look at the evaluation of GNNs under heterophily: Are we really making progress?
O Platonov, D Kuznedelev, M Diskin, A Babenko, L Prokhorenkova
arXiv preprint arXiv:2302.11640, 2023
1272023
Distributed deep learning in open collaborations
M Diskin, A Bukhtiyarov, M Ryabinin, L Saulnier, A Sinitsin, D Popov, ...
Advances in Neural Information Processing Systems 34, 7879-7897, 2021
462021
Swarm parallelism: Training large models can be surprisingly communication-efficient
M Ryabinin, T Dettmers, M Diskin, A Borzunov
International Conference on Machine Learning, 29416-29440, 2023
152023
Distributed methods with compressed communication for solving variational inequalities, with theoretical guarantees
A Beznosikov, P Richtárik, M Diskin, M Ryabinin, A Gasnikov
Advances in Neural Information Processing Systems 35, 14013-14029, 2022
142022
Secure distributed training at scale
E Gorbunov, A Borzunov, M Diskin, M Ryabinin
International Conference on Machine Learning, 7679-7739, 2022
142022
Training Transformers Together
A Borzunov, M Ryabinin, T Dettmers, Q Lhoest, L Saulnier, M Diskin, ...
NeurIPS 2021 Competitions and Demonstrations Track, 335-342, 2022
92022
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