Andrei Chertkov
- TTOpt: A Maximum Volume Quantized Tensor Train-based Optimization and its Application to Reinforcement Learning
2022/04/30 by Konstantin Sozykin, Andrei Chertkov, Sozykin, Konstantin +9 · 8 citations
Mathematics · #Tensor decomposition and applications
- Understanding DDPM Latent Codes Through Optimal Transport
2022/02/14 by Valentin Khrulkov, Gleb Ryzhakov, Khrulkov, Valentin +5 · 1 voice · 6 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Generative Adversarial Networks and Image Synthesis #Diffusion and Search Dynamics #Music and Audio Processing
- PROTES: Probabilistic Optimization with Tensor Sampling
2023/01/28 by Anastasia Batsheva, Andrei Chertkov, Batsheva, Anastasia +5 · 4 citations
Computer Science · Engineering · Mathematics · #Computational Physics and Python Applications #Energy Load and Power Forecasting #FOS: Mathematics #Numerical Analysis (math.NA) #Tensor decomposition and applications
- Black box approximation in the tensor train format initialized by ANOVA decomposition
2022/08/05 by Andrei Chertkov, Gleb Ryzhakov, Chertkov, Andrei +3 · 2 citations
Mathematics · Computer Science · #Tensor decomposition and applications #Matrix Theory and Algorithms #Statistical and numerical algorithms
- Translate your gibberish: black-box adversarial attack on machine translation systems
2023/03/20 by Andrei Chertkov, Chertkov, Andrei, Olga Tsymboi +5 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling #Advanced Neural Network Applications
- Black-Box Approximation and Optimization with Hierarchical Tucker Decomposition
2024/02/05 by Gleb Ryzhakov, Andrei Chertkov, Ryzhakov, Gleb +5 · 2 citations
Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Inertial Sensor and Navigation #Machine Learning (cs.LG) #Matrix Theory and Algorithms #Optimization and Control (math.OC)
- Faster Language Models with Better Multi-Token Prediction Using Tensor Decomposition
2024/10/23 by Artem Basharin, Andrei Chertkov, Basharin, Artem +3 · 2 citations
Computer Science · Mathematics · #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Tensor decomposition and applications
- Tensor Train Decomposition for Adversarial Attacks on Computer Vision Models
2023/12/19 by Andrei Chertkov, Ivan Oseledets, Chertkov, Andrei +1 · 1 citation
Computer Science · Mathematics · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Mathematics #Numerical Analysis (math.NA) #Tensor decomposition and applications
- High-dimensional Optimization with Low Rank Tensor Sampling and Local Search
2025/05/18 by Konstantin Sozykin, Sozykin, Konstantin, Andrei Chertkov +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