Georgii Novikov
Publications by Year
Research Areas
Computational Physics and Python Applications, Topic Modeling, RNA and protein synthesis mechanisms, Tensor decomposition and applications, Parallel Computing and Optimization Techniques
Most-Cited Works
- → Few-Bit Backward: Quantized Gradients of Activation Functions for Memory Footprint Reduction(2022)5 cited
- → Is there codon usage bias for poly-Q stretches in the human proteome?(2019)4 cited
- → Tensor Extrema Estimation Via Sampling: A New Approach for Determining Minimum/Maximum Elements(2023)3 cited
- → Optimization of Functions Given in the Tensor Train Format(2022)2 cited
- → Efficient GPT Model Pre-training using Tensor Train Matrix Representation(2023)1 cited
- → An Overlap between Splicing Sites in RNA and Homo-Repeats in Human Proteins(2019)1 cited
- → Ministral 3(2026)
- → Inverted Activations: Reducing Memory Footprint in Neural Network Training(2024)
- → Tensor-Train Point Cloud Compression and Efficient Approximate Nearest-Neighbor Search(2024)