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  4. 2021

Machine Learning

Machine learning is the technology that lies behind most applications of machine intelligence, including computer vision, natural language processing, and web search, among many others. Machine learning tools help to search, recommend, filter, recognize, and generate content across most of Yandex products and services.
Revisiting Deep Learning Models for Tabular Data
Y. GorishniyI. RubachevV. KhrulkovA. Babenko
2021, NeurIPS
Moshpit SGD: Communication-Efficient Decentralized Training on Heterogeneous Unreliable Devices
M. RyabininE. GorbunovV. PlokhotnyukG. Pekhimenko
2021, NeurIPS
Good Classification Measures and How to Find Them
M. GösgensA. ZhiyanovA. TikhonovL. Prokhorenkova
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
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