Publications

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