1 citations · 1 across the 4 of their papers we have counts for
4 papers
SparseGrad: A Selective Method for Efficient Fine-tuning of MLP Layers
Viktoriia Chekalina, Anna Rudenko, Gleb Mezentsev +3
The performance of Transformer models has been enhanced by increasing the number of parameters and the length of the processed text. Consequently, fine-tuning the entire model beco…
Representations via differential algebras and equationally Noetherian algebras
Alexander A. Mikhalev, Manat Mustafa, Ualbai Umirbaev
We show that free algebras of the variety of algebras generated by the Witt algebra , the left-symmetric Witt algebra , and the symplectic Poisson algebra can be de…
Efficient Rectangular Maximal-Volume Algorithm for Rating Elicitation in Collaborative Filtering
Alexander Fonarev, Alexander Mikhalev, Pavel Serdyukov +2
Cold start problem in Collaborative Filtering can be solved by asking new users to rate a small seed set of representative items or by asking representative users to rate a new ite…
Combinatorial problems about free groups and algebras
Alexander A. Mikhalev, Vladimir Shpilrain, Jie-Tai Yu
This is a survey of recent progress in several areas of combinatorial algebra. We consider combinatorial problems about free groups, polynomial algebras, free associative and Lie a…