Sozykin, Konstantin

1. Stable Low-rank Tensor Decomposition for Compression of Convolutional\n Neural Network
   2020/08/12 by Anh Huy Phan, Phan, Anh-Huy, Константин Соболев +15 · 12 citations
   Computer Science · Mathematics · Physics and Astronomy · #Computational Physics and Python Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Solar and Space Plasma Dynamics #Tensor decomposition and applications
2. TTOpt: A Maximum Volume Quantized Tensor Train-based Optimization and its Application to Reinforcement Learning
   2022/04/30 by Konstantin Sozykin, Sozykin, Konstantin, Andrei Chertkov +9 · 11 citations
   Mathematics · #Tensor decomposition and applications
3. High-dimensional Optimization with Low Rank Tensor Sampling and Local Search
   2025/05/18 by Konstantin Sozykin, Andrei Chertkov, Sozykin, Konstantin +7 · 2 citations
   Computer Science · Engineering · Mathematics · #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Tensor decomposition and applications