Georgii S. Novikov

According to our database, Georgii S. Novikov authored at least 8 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Tensor-Train Point Cloud Compression and Efficient Approximate Nearest-Neighbor Search.

Georgii S. Novikov, Alexander Gneushev, Alexey Kadeishvili, Ivan Oseledets

CoRR, 2024

Inverted Activations.

Georgii S. Novikov, Ivan V. Oseledets

CoRR, 2024

2023

Tensor Extrema Estimation Via Sampling: A New Approach for Determining Minimum/Maximum Elements.

Andrei Chertkov, Gleb V. Ryzhakov, Georgii S. Novikov, Ivan V. Oseledets

Comput. Sci. Eng., 2023

Efficient GPT Model Pre-training using Tensor Train Matrix Representation.

Viktoria Chekalina, Georgii S. Novikov, Julia Gusak, Ivan V. Oseledets, Alexander Panchenko

CoRR, 2023

Few-bit Backward: Quantized Gradients of Activation Functions for Memory Footprint Reduction.

Georgii Sergeevich Novikov, Daniel Bershatsky, Julia Gusak, Alex Shonenkov, Denis Valerievich Dimitrov, Ivan V. Oseledets

Proceedings of the International Conference on Machine Learning, 2023

2022

Optimization of Functions Given in the Tensor Train Format.

Andrei Chertkov, Gleb V. Ryzhakov, Georgii S. Novikov, Ivan V. Oseledets

CoRR, 2022

2021

Tensor-train density estimation.

Georgii S. Novikov, Maxim E. Panov, Ivan V. Oseledets

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

2019

Is there codon usage bias for poly-Q stretches in the human proteome?

Oxana V. Galzitskaya, Georgii S. Novikov, Nikita V. Dovidchenko, Michail Yu. Lobanov

J. Bioinform. Comput. Biol., 2019