Georgii S. Novikov

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 8

Top Topics

Kernel Density Estimator

Memory Footprint

Top Venues

Comput. Sci. Eng.

J. Bioinform. Comput. Biol.

Publications

Georgii S. Novikov, Ivan V. Oseledets
Inverted Activations. CoRR (2024)
Andrei Chertkov, Gleb V. Ryzhakov, Georgii S. Novikov, Ivan V. Oseledets
Tensor Extrema Estimation Via Sampling: A New Approach for Determining Minimum/Maximum Elements. Comput. Sci. Eng. 25 (5) (2023)
Viktoria Chekalina, Georgii S. Novikov, Julia Gusak, Ivan V. Oseledets, Alexander Panchenko
Efficient GPT Model Pre-training using Tensor Train Matrix Representation. CoRR (2023)
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)
Andrei Chertkov, Gleb V. Ryzhakov, Georgii S. Novikov, Ivan V. Oseledets
Optimization of Functions Given in the Tensor Train Format. CoRR (2022)
Georgii S. Novikov, Maxim E. Panov, Ivan V. Oseledets
Tensor-train density estimation. UAI (2021)
Georgii S. Novikov, Maxim E. Panov, Ivan V. Oseledets
Tensor-Train Density Estimation. CoRR (2021)
Oxana V. Galzitskaya, Georgii S. Novikov, Nikita V. Dovidchenko, Michail Yu. Lobanov
Is there codon usage bias for poly-Q stretches in the human proteome? J. Bioinform. Comput. Biol. 17 (1) (2019)