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ORCIDGeorgii S. Novikov
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2020 – today
- 2024
[i6]Georgii S. Novikov, Ivan V. Oseledets:
Inverted Activations. CoRR abs/2407.15545 (2024)- [i5]Georgii S. Novikov, Alexander Gneushev, Alexey Kadeishvili, Ivan V. Oseledets:
Tensor-Train Point Cloud Compression and Efficient Approximate Nearest-Neighbor Search. CoRR abs/2410.04462 (2024) - 2023
- [j2]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): 14-25 (2023) - [c2]Georgii Sergeevich Novikov, Daniel Bershatsky, Julia Gusak, Alex Shonenkov, Denis Valerievich Dimitrov, Ivan V. Oseledets:
Few-bit Backward: Quantized Gradients of Activation Functions for Memory Footprint Reduction. ICML 2023: 26363-26381 - [i4]Viktoria Chekalina, Georgii S. Novikov, Julia Gusak, Ivan V. Oseledets, Alexander Panchenko:
Efficient GPT Model Pre-training using Tensor Train Matrix Representation. CoRR abs/2306.02697 (2023) - 2022
- [i3]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 abs/2202.00441 (2022) - [i2]Andrei Chertkov, Gleb V. Ryzhakov, Georgii S. Novikov, Ivan V. Oseledets:
Optimization of Functions Given in the Tensor Train Format. CoRR abs/2209.14808 (2022) - 2021
- [c1]Georgii S. Novikov, Maxim E. Panov, Ivan V. Oseledets:
Tensor-train density estimation. UAI 2021: 1321-1331 - [i1]Georgii S. Novikov, Maxim E. Panov, Ivan V. Oseledets:
Tensor-Train Density Estimation. CoRR abs/2108.00089 (2021)
2010 – 2019
- 2019
- [j1]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): 1950010:1-1950010:10 (2019)
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