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Georgii Novikov
Georgii Novikov
Verified email at skoltech.ru
Title
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Cited by
Year
Tensor-train density estimation
GS Novikov, ME Panov, IV Oseledets
Uncertainty in artificial intelligence, 1321-1331, 2021
312021
Optimization of functions given in the tensor train format
A Chertkov, G Ryzhakov, G Novikov, I Oseledets
arXiv preprint arXiv:2209.14808, 2022
102022
Few-bit backward: Quantized gradients of activation functions for memory footprint reduction
GS Novikov, D Bershatsky, J Gusak, A Shonenkov, DV Dimitrov, ...
International Conference on Machine Learning, 26363-26381, 2023
82023
Efficient GPT Model Pre-training using Tensor Train Matrix Representation
V Chekalina, G Novikov, J Gusak, I Oseledets, A Panchenko
arXiv preprint arXiv:2306.02697, 2023
22023
Is there codon usage bias for poly-Q stretches in the human proteome?
OV Galzitskaya, GS Novikov, NV Dovidchenko, MY Lobanov
Journal of Bioinformatics and Computational Biology 17 (01), 1950010, 2019
22019
Tensor Extrema Estimation via Sampling: A New Approach for Determining Min/Max Elements
A Chertkov, G Ryzhakov, G Novikov, I Oseledets
Computing in Science & Engineering, 2023
12023
Tensor-Train Point Cloud Compression and Efficient Approximate Nearest Neighbor Search
GS Novikov, I Oseledets
2023
Dataset Reduction via Bias-Variance Minimization
G Novikov, M Panov, I Oseledets
2021 5th Scientific School Dynamics of Complex Networks and their …, 2021
2021
An Overlap between Splicing Sites in RNA and Homo-Repeats in Human Proteins
OV Galzitskaya, GS Novikov
Molecular Biology 53 (3), 470-474, 2019
2019
Influence of homo-repeats on the aggregation properties of proteins from eukaryotic and bacterial proteomes and codon usage for homo-repeats in human proteome
OV Galzitskaya, GS Novikov, NV Dovidchenko, MY Obanov
Integrative Bioinformatics and Systems Biology (WIBSB-2018): First Sino …, 2018
2018
TENSOR COMPUTATIONS
G NOVIKOV
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