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Memory-Efficient Backpropagation through Large Linear Layers


Feb 02, 2022
Daniel Bershatsky, Aleksandr Mikhalev, Alexandr Katrutsa, Julia Gusak, Daniil Merkulov, Ivan Oseledets

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Fast Line Search for Multi-Task Learning


Oct 02, 2021
Andrey Filatov, Daniil Merkulov


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Follow the bisector: a simple method for multi-objective optimization


Jul 14, 2020
Alexandr Katrutsa, Daniil Merkulov, Nurislam Tursynbek, Ivan Oseledets


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Stochastic gradient algorithms from ODE splitting perspective


Apr 19, 2020
Daniil Merkulov, Ivan Oseledets


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Empirical study of extreme overfitting points of neural networks


Jul 03, 2019
Daniil Merkulov, Ivan Oseledets


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