Daniel Bershatsky

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Memory Footprint

Collaborative Filtering

Levenberg Marquardt

Top Venues

Publications

Daniel Bershatsky, Daria Cherniuk, Talgat Daulbaev, Aleksandr Mikhalev, Ivan V. Oseledets
LoTR: Low Tensor Rank Weight Adaptation. CoRR (2024)
Albert Sayapin, Gleb Balitskiy, Daniel Bershatsky, Aleksandr Katrutsa, Evgeny Frolov, Alexey A. Frolov, Ivan V. Oseledets, Vitaliy Kharin
Federated Privacy-preserving Collaborative Filtering for On-Device Next App Prediction. CoRR (2023)
Georgii Sergeevich Novikov, Daniel Bershatsky, Julia Gusak, Alex Shonenkov, Denis Valerievich Dimitrov, Ivan V. Oseledets
Few-bit Backward: Quantized Gradients of Activation Functions for Memory Footprint Reduction. ICML (2023)
Daniel Bershatsky, Aleksandr Mikhalev, Alexandr Katrutsa, Julia Gusak, Daniil Merkulov, Ivan V. Oseledets
Memory-Efficient Backpropagation through Large Linear Layers. CoRR (2022)
Julia Gusak, Daria Cherniuk, Alena Shilova, Alexandr Katrutsa, Daniel Bershatsky, Xunyi Zhao, Lionel Eyraud-Dubois, Oleh Shliazhko, Denis Dimitrov, Ivan V. Oseledets, Olivier Beaumont
Survey on Efficient Training of Large Neural Networks. IJCAI (2022)
Julia Gusak, Daria Cherniuk, Alena Shilova, Alexandr Katrutsa, Daniel Bershatsky, Xunyi Zhao, Lionel Eyraud-Dubois, Oleg Shlyazhko, Denis Dimitrov, Ivan V. Oseledets, Olivier Beaumont
Survey on Large Scale Neural Network Training. CoRR (2022)
Georgii S. Novikov, Daniel Bershatsky, Julia Gusak, Alex Shonenkov, Denis Dimitrov, Ivan V. Oseledets
Few-Bit Backward: Quantized Gradients of Activation Functions for Memory Footprint Reduction. CoRR (2022)
Valentin Leplat, Daniil Merkulov, Aleksandr Katrutsa, Daniel Bershatsky, Ivan V. Oseledets
NAG-GS: Semi-Implicit, Accelerated and Robust Stochastic Optimizers. CoRR (2022)