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Max Ryabinin

ResearcherYandex
Publications
Moshpit SGD: Communication-Efficient Decentralized Training on Heterogeneous Unreliable Devices
M. RyabininE. GorbunovV. PlokhotnyukG. Pekhimenko
2021, NeurIPS
Distributed Deep Learning In Open Collaborations
M. DiskinA. BukhtiyarovM. RyabininL. SaulnierQ. LhoestA. SinitsinD. PopovD. PyrkinM. KashirinA. BorzunovA. del MoralD. MazurI. KobelevY. JerniteT. WolfG. Pekhimenko
2021, NeurIPS
Scaling Ensemble Distribution Distillation to Many Classes with Proxy Targets
M. RyabininA. MalininM. Gales
2021, NeurIPS
It’s All in the Heads: Using Attention Heads as a Baseline for Cross-Lingual Transfer in Commonsense Reasoning
A. TikhonovM. Ryabinin
2021, Findings of ACL
Towards Crowdsourced Training of Large Neural Networks using Decentralized Mixture-of-Experts
M. RyabininA. Gusev
2020, NeurIPS
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