Max Ryabinin
Max Ryabinin
Research Scientist, Yandex
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Cited by
Cited by
Towards Crowdsourced Training of Large Neural Networks using Decentralized Mixture-of-Experts
M Ryabinin, A Gusev
Advances in Neural Information Processing Systems 33 (NeurIPS 2020), 3659–3672, 2020
Embedding Words in Non-Vector Space with Unsupervised Graph Learning
M Ryabinin, S Popov, L Prokhorenkova, E Voita
Empirical Methods in Natural Language Processing (EMNLP 2020), 7317–7331, 2020
Scaling Ensemble Distribution Distillation to Many Classes with Proxy Targets
M Ryabinin, A Malinin, M Gales
arXiv preprint arXiv:2105.06987, 2021
Distributed Deep Learning in Open Collaborations
M Diskin, A Bukhtiyarov, M Ryabinin, L Saulnier, Q Lhoest, A Sinitsin, ...
arXiv preprint arXiv:2106.10207, 2021
Adaptive prediction time for sequence classification
M Ryabinin, E Lobacheva
It's All in the Heads: Using Attention Heads as a Baseline for Cross-Lingual Transfer in Commonsense Reasoning
A Tikhonov, M Ryabinin
Findings of the ACL 2021, 3534–3546, 2021
Secure Distributed Training at Scale
E Gorbunov, A Borzunov, M Diskin, M Ryabinin
arXiv preprint arXiv:2106.11257, 2021
Moshpit SGD: Communication-Efficient Decentralized Training on Heterogeneous Unreliable Devices
M Ryabinin, E Gorbunov, V Plokhotnyuk, G Pekhimenko
arXiv preprint arXiv:2103.03239, 2021
Unsupervised Discovery of Interpretable Latent Manipulations in Language VAEs
M Ryabinin, A Babenko, E Voita
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