Cichocki, Andrzej

17 publications

JAIR 2024 Quantization Aware Factorization for Deep Neural Network Compression Daria Cherniuk, Stanislav Abukhovich, Anh Huy Phan, Ivan V. Oseledets, Andrzej Cichocki, Julia Gusak

AAAI 2020 Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting Qiquan Shi, Jiaming Yin, Jiajun Cai, Andrzej Cichocki, Tatsuya Yokota, Lei Chen, Mingxuan Yuan, Jia Zeng

NeurIPS 2020 Interpolation Technique to Speed up Gradients Propagation in Neural ODEs Talgat Daulbaev, Alexandr Katrutsa, Larisa Markeeva, Julia Gusak, Andrzej Cichocki, Ivan Oseledets

ECCV 2020 Stable Low-Rank Tensor Decomposition for Compression of Convolutional Neural Network Anh-Huy Phan, Konstantin Sobolev, Konstantin Sozykin, Dmitry Ermilov, Julia Gusak, Petr Tichavský, Valeriy Glukhov, Ivan Oseledets, Andrzej Cichocki

ICLRW 2020 Towards Understanding Normalization in Neural ODEs Julia Gusak, Larisa Markeeva, Talgat Daulbaev, Alexander Katrutsa, Andrzej Cichocki, Ivan Oseledets

ICCVW 2019 Automated Multi-Stage Compression of Neural Networks Julia Gusak, Maksym Kholyavchenko, Evgeny Ponomarev, Larisa Markeeva, Philip Blagoveschensky, Andrzej Cichocki, Ivan V. Oseledets

FnTML 2017 Tensor Networks for Dimensionality Reduction and Large-Scale Optimization: Part 2 Applications and Future Perspectives Andrzej Cichocki, Anh Huy Phan, Qibin Zhao, Namgil Lee, Ivan V. Oseledets, Masashi Sugiyama, Danilo P. Mandic

AAAI 2016 Common and Discriminative Subspace Kernel-Based Multiblock Tensor Partial Least Squares Regression Ming Hou, Qibin Zhao, Brahim Chaib-draa, Andrzej Cichocki

FnTML 2016 Tensor Networks for Dimensionality Reduction and Large-Scale Optimization: Part 1 Low-Rank Tensor Decompositions Andrzej Cichocki, Namgil Lee, Ivan V. Oseledets, Anh Huy Phan, Qibin Zhao, Danilo P. Mandic

AAAI 2015 Multi-Tensor Completion with Common Structures Chao Li, Qibin Zhao, Junhua Li, Andrzej Cichocki, Lili Guo

AAAI 2013 A Tensor-Variate Gaussian Process for Classification of Multidimensional Structured Data Qibin Zhao, Liqing Zhang, Andrzej Cichocki

NeCo 2004 Analysis of Sparse Representation and Blind Source Separation Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari

NeCo 2001 Extraction of Specific Signals with Temporal Structure Allan Kardec Barros, Andrzej Cichocki

NeCo 2000 Nonholonomic Orthogonal Learning Algorithms for Blind Source Separation Shun-ichi Amari, Tianping Chen, Andrzej Cichocki

NeurIPS 1999 Semiparametric Approach to Multichannel Blind Deconvolution of Nonminimum Phase Systems Liqing Zhang, Shun-ichi Amari, Andrzej Cichocki

NeurIPS 1998 Blind Separation of Filtered Sources Using State-Space Approach Liqing Zhang, Andrzej Cichocki

NeurIPS 1995 A New Learning Algorithm for Blind Signal Separation Shun-ichi Amari, Andrzej Cichocki, Howard Hua Yang