Tensor-train density estimation GS Novikov, ME Panov, IV Oseledets Uncertainty in artificial intelligence, 1321-1331, 2021 | 42 | 2021 |
Optimization of functions given in the tensor train format A Chertkov, G Ryzhakov, G Novikov, I Oseledets arXiv preprint arXiv:2209.14808, 2022 | 17 | 2022 |
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 | 12 | 2023 |
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 | 3 | 2023 |
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 | 3 | 2019 |
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 | 2 | 2023 |
An Overlap between Splicing Sites in RNA and Homo-Repeats in Human Proteins OV Galzitskaya, GS Novikov Molecular Biology 53 (3), 470-474, 2019 | 1 | 2019 |
Tensor-Train Point Cloud Compression and Efficient Approximate Nearest-Neighbor Search G Novikov, A Gneushev, A Kadeishvili, I Oseledets arXiv preprint arXiv:2410.04462, 2024 | | 2024 |
Inverted Activations: Reducing Memory Footprint in Neural Network Training G Novikov, I Oseledets arXiv preprint arXiv:2407.15545, 2024 | | 2024 |
Inverted Activations G Novikov, I Oseledets arXiv e-prints, arXiv: 2407.15545, 2024 | | 2024 |
Dataset Reduction via Bias-Variance Minimization G Novikov, M Panov, I Oseledets 2021 5th Scientific School Dynamics of Complex Networks and their …, 2021 | | 2021 |
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 | | |