Cichocki, Andrzej
- Tensor Ring Decomposition
2016/06/17 by Qibin Zhao, Zhao, Qibin, Guoxu Zhou +7 · 26 citations
Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Numerical Analysis (math.NA) #Tensor decomposition and applications
- Stable Low-rank Tensor Decomposition for Compression of Convolutional\n Neural Network
2020/08/12 by Anh Huy Phan, Константин Соболев, Phan, Anh-Huy +15 · 11 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
- Tensor Networks for Big Data Analytics and Large-Scale Optimization\n Problems
2014/07/11 by Andrzej Cichocki, Cichocki, Andrzej · 7 citations
Computer Science · Mathematics · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Mathematics #Matrix Theory and Algorithms #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Tensor decomposition and applications
- 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
- Tensor Networks Meet Neural Networks: A Survey and Future Perspectives
2023/01/22 by Maolin Wang, Wang, Maolin, Pan Yu +9 · 7 citations
Computer Science · #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Parallel Computing and Optimization Techniques
- Low Complexity Damped Gauss-Newton Algorithms for CANDECOMP/PARAFAC
2012/05/11 by Phan, Anh Huy, Tichavský, Petr, Cichocki, Andrzej · 2 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
- Era of Big Data Processing: A New Approach via Tensor Networks and Tensor Decompositions
2014/03/09 by Cichocki, Andrzej · 2 citations
#Emerging Technologies (cs.ET) #FOS: Computer and information sciences
- Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting
2020/02/25 by Shi, Qiquan, Yin, Jiaming, Cai, Jiajun +5 · 2 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Quantization Aware Factorization for Deep Neural Network Compression
2023/08/08 by Daria Cherniuk, Cherniuk, Daria, Stanislav Abukhovich +9 · 2 citations
Mathematics · Computer Science · #Tensor decomposition and applications #Advanced Neural Network Applications #Computational Physics and Python Applications
- Bayesian Sparse Tucker Models for Dimension Reduction and Tensor Completion
2015/05/10 by Qibin Zhao, Zhao, Qibin, Liqing Zhang +3 · 1 citation
Computer Science · Engineering · Mathematics · #Blind Source Separation Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Sparse and Compressive Sensing Techniques #Tensor decomposition and applications
- MUSCO: Multi-Stage Compression of neural networks
2019/03/24 by Gusak, Julia, Kholiavchenko, Maksym, Ponomarev, Evgeny +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Randomized Algorithms for Computation of Tucker decomposition and Higher Order SVD (HOSVD)
2020/01/20 by Ahmadi-Asl, Salman, Abukhovich, Stanislav, Asante-Mensah, Maame G. +4 · 1 citation
#FOS: Mathematics #Numerical Analysis (math.NA)
- VQ-Flow: Taming Normalizing Flows for Multi-Class Anomaly Detection via Hierarchical Vector Quantization
2024/09/02 by Yixuan Zhou, Xing Xu, Zhou, Yixuan +9 · 2 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Network Security and Intrusion Detection #Fault Detection and Control Systems
- A Randomized Algorithm for Tensor Singular Value Decomposition using an Arbitrary Number of Passes
2022/07/25 by Ahmadi-Asl, Salman, Phan, Anh-Huy, Cichocki, Andrzej · 1 citation
#FOS: Mathematics #Numerical Analysis (math.NA)