Anh Huy Phan

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 45

Top Topics

Blind Source Separation

Tensor Decomposition

Dimensionality Reduction

Top Venues

Signal Process.

Publications

Airat Kotliar-Shapirov, Sergei Gostilovich, Anastasia Sozykina, Anh Huy Phan, Andrzej Cichocki
Granger Connectivity Analysis as a Block-Term Tensor Regression for eSport Players. ICASSP (2024)
Salman Ahmadi-Asl, Stanislav Abukhovich, Maame G. Asante-Mensah, Andrzej Cichocki, Anh Huy Phan, Tohishisa Tanaka, Ivan V. Oseledets
Corrections to "Randomized Algorithms for Computation of Tucker Decomposition and Higher Order SVD (HOSVD)". IEEE Access 12 (2024)
Salman Ahmadi-Asl, Anh Huy Phan, Andrzej Cichocki
A Randomized Algorithm for Tensor Singular Value Decomposition Using an Arbitrary Number of Passes. J. Sci. Comput. 98 (1) (2024)
Salman Ahmadi-Asl, Anh Huy Phan, Cesar F. Caiafa, Andrzej Cichocki
Robust low tubal rank tensor recovery using discrete empirical interpolation method with optimized slice/feature selection. Adv. Comput. Math. 50 (2) (2024)
Salman Ahmadi-Asl, Anh Huy Phan, Cesar F. Caiafa, Andrzej Cichocki
Robust Low-Tubal-rank tensor recovery Using Discrete Empirical Interpolation Method with Optimized Slice/Feature Selection. CoRR (2023)
Petr Tichavský, Anh Huy Phan
Tensor Chain Decomposition and Function Interpolation. SSP (2023)
Daria Cherniuk, Stanislav Abukhovich, Anh Huy Phan, Ivan V. Oseledets, Andrzej Cichocki, Julia Gusak
Quantization Aware Factorization for Deep Neural Network Compression. CoRR (2023)
Ashish Jha, Dimitrii Ermilov, Konstantin Sobolev, Anh Huy Phan, Salman Ahmadi-Asl, Naveed Ahmed, Imran N. Junejo, Zaher Al Aghbari, Thar Baker, Ahmed Mohamed Khedr, Andrzej Cichocki
Lightweight Attribute Localizing Models for Pedestrian Attribute Recognition. CoRR (2023)
Valentin Leplat, Anh Huy Phan, Andersen Man Shun Ang
Inexact higher-order proximal algorithms for tensor factorization. SSP (2023)
Ruituo Wu, Jiani Liu, Ce Zhu, Anh Huy Phan, Ivan V. Oseledets, Yipeng Liu
TERM Model: Tensor Ring Mixture Model for Density Estimation. CoRR (2023)
Maame G. Asante-Mensah, Anh Huy Phan, Salman Ahmadi-Asl, Zaher Al Aghbari, Andrzej Cichocki
Image reconstruction using superpixel clustering and tensor completion. Signal Process. 212 (2023)
Shini Girija, Thar Baker, Naveed Ahmed, Ahmed M. Khedr, Zaher Al Aghbari, Ashish Jha, Konstantin Sobolev, Salman Ahmadi-Asl, Anh Huy Phan
Attribute recognition for person re-identification using federated learning at all-in-edge. Internet Things 22 (2023)
Salman Ahmadi-Asl, Anh Huy Phan, Andrzej Cichocki, Ashish Jha, Anastasia Sozykina, Jun Wang, Ivan V. Oseledets
Fast Adaptive Cross Tubal Tensor Approximation. SSP (2023)
Maame G. Asante-Mensah, Anh Huy Phan, Salman Ahmadi-Asl, Zaher Al Aghbari, Andrzej Cichocki
Image Reconstruction using Superpixel Clustering and Tensor Completion. CoRR (2023)
Salman Ahmadi-Asl, Anh Huy Phan, Andrzej Cichocki, Anastasia Sozykina, Zaher Al Aghbari, Jun Wang, Ivan V. Oseledets
Adaptive Cross Tubal Tensor Approximation. CoRR (2023)
Kahoko Takahashi, Zhe Sun, Jordi Solé-Casals, Andrzej Cichocki, Anh Huy Phan, Qibin Zhao, Hui-Hai Zhao, Shangkun Deng, Ruggero Micheletto
Data augmentation for Convolutional LSTM based brain computer interface system. Appl. Soft Comput. 122 (2022)
Konstantin Sozykin, Andrei Chertkov, Roman Schutski, Anh Huy Phan, Andrzej Cichocki, Ivan V. Oseledets
TTOpt: A Maximum Volume Quantized Tensor Train-based Optimization and its Application to Reinforcement Learning. CoRR (2022)
Salman Ahmadi-Asl, Maame Gyamfua Asante-Mensah, Andrzej Cichocki, Anh Huy Phan, Ivan V. Oseledets, Jun Wang
Cross Tensor Approximation for Image and Video Completion. CoRR (2022)
Salman Ahmadi-Asl, Andrzej Cichocki, Anh Huy Phan, Maame G. Asante-Mensah, Mirfarid Musavian Ghazani, Toshihisa Tanaka, Ivan V. Oseledets
Randomized algorithms for fast computation of low rank tensor ring model. Mach. Learn. Sci. Technol. 2 (1) (2021)
Salman Ahmadi-Asl, Cesar F. Caiafa, Andrzej Cichocki, Anh Huy Phan, Toshihisa Tanaka, Ivan V. Oseledets, Jun Wang
Cross Tensor Approximation Methods for Compression and Dimensionality Reduction. IEEE Access 9 (2021)
Kodirjon Akhmedov, Anh Huy Phan
Machine learning models for DOTA 2 outcomes prediction. CoRR (2021)
Salman Ahmadi-Asl, Andrzej Cichocki, Anh Huy Phan, Ivan V. Oseledets, Stanislav Abukhovich, Toshihisa Tanaka
Randomized Algorithms for Computation of Tucker decomposition and Higher Order SVD (HOSVD). CoRR (2020)
Anh Huy Phan, Konstantin Sobolev, Konstantin Sozykin, Dmitry Ermilov, Julia Gusak, Petr Tichavský, Valeriy Glukhov, Ivan V. Oseledets, Andrzej Cichocki
Stable Low-rank Tensor Decomposition for Compression of Convolutional Neural Network. CoRR (2020)
Anh Huy Phan, Konstantin Sobolev, Konstantin Sozykin, Dmitry Ermilov, Julia Gusak, Petr Tichavský, Valeriy Glukhov, Ivan V. Oseledets, Andrzej Cichocki
Stable Low-Rank Tensor Decomposition for Compression of Convolutional Neural Network. ECCV (29) (2020)
Philip Blagoveschensky, Anh Huy Phan
Deep convolutional tensor network. CoRR (2020)
Petr Tichavský, Anh Huy Phan, Andrzej Cichocki
Weighted Krylov-Levenberg-Marquardt Method for Canonical Polyadic Tensor Decomposition. ICASSP (2020)
Sidney R. Lehky, Anh Huy Phan, Andrzej Cichocki, Keiji Tanaka
Face Representations via Tensorfaces of Various Complexities. Neural Comput. 32 (2) (2020)
Anh Huy Phan, Andrzej Cichocki, Ivan V. Oseledets, Salman Ahmadi-Asl, Giuseppe Giovanni Calvi, Danilo P. Mandic
Tensor Networks for Latent Variable Analysis: Higher Order Canonical Polyadic Decomposition. CoRR (2018)
Anh Huy Phan, Petr Tichavský, Andrzej Cichocki
Best Rank-One Tensor Approximation and Parallel Update Algorithm for CPD. CoRR (2017)
Petr Tichavský, Anh Huy Phan, Andrzej Cichocki
Non-orthogonal tensor diagonalization. Signal Process. 138 (2017)
Anh Huy Phan, Masao Yamagishi, Andrzej Cichocki
An augmented Lagrangian algorithm for decomposition of symmetric tensors of order-4. ICASSP (2017)
Andrzej Cichocki, Anh Huy Phan, Qibin Zhao, Namgil Lee, Ivan V. Oseledets, Masashi Sugiyama, Danilo P. Mandic
Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 2 Applications and Future Perspectives. Found. Trends Mach. Learn. 9 (6) (2017)
Petr Tichavský, Anh Huy Phan, Andrzej Cichocki
Under-Determined tensor diagonalization for decomposition of difficult tensors. CAMSAP (2017)
Petr Tichavský, Anh Huy Phan, Andrzej Cichocki
Numerical CP decomposition of some difficult tensors. J. Comput. Appl. Math. 317 (2017)
Anh Huy Phan, Petr Tichavský, Andrzej Cichocki
Blind Source Separation of Single Channel Mixture Using Tensorization and Tensor Diagonalization. LVA/ICA (2017)
Andrzej Cichocki, Anh Huy Phan, Qibin Zhao, Namgil Lee, Ivan V. Oseledets, Masashi Sugiyama, Danilo P. Mandic
Tensor Networks for Dimensionality Reduction and Large-Scale Optimizations. Part 2 Applications and Future Perspectives. CoRR (2017)
Anh Huy Phan, Petr Tichavský, Andrzej Cichocki
Error Preserving Correction for CPD and Bounded-Norm CPD. CoRR (2017)
Anh Huy Phan, Petr Tichavský, Andrzej Cichocki
Partitioned Hierarchical alternating least squares algorithm for CP tensor decomposition. ICASSP (2017)
Anh Huy Phan, Petr Tichavský, Andrzej Cichocki
Rank-one tensor injection: A novel method for canonical polyadic tensor decomposition. ICASSP (2016)
Andrzej Cichocki, Namgil Lee, Ivan V. Oseledets, Anh Huy Phan, Qibin Zhao, Danilo P. Mandic
Low-Rank Tensor Networks for Dimensionality Reduction and Large-Scale Optimization Problems: Perspectives and Challenges PART 1. CoRR (2016)
Petr Tichavský, Anh Huy Phan, Andrzej Cichocki
Partitioned Alternating Least Squares Technique for Canonical Polyadic Tensor Decomposition. IEEE Signal Process. Lett. 23 (7) (2016)
Anh Huy Phan, Andrzej Cichocki, André Uschmajew, Petr Tichavský, Gheorghe Luta, Danilo P. Mandic
Tensor Networks for Latent Variable Analysis. Part I: Algorithms for Tensor Train Decomposition. CoRR (2016)
Andrzej Cichocki, Namgil Lee, Ivan V. Oseledets, Anh Huy Phan, Qibin Zhao, Danilo P. Mandic
Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions. Found. Trends Mach. Learn. 9 (4-5) (2016)
Petr Tichavský, Anh Huy Phan, Andrzej Cichocki
Numerical CP Decomposition of Some Difficult Tensors. CoRR (2016)
Namgil Lee, Anh Huy Phan, Fengyu Cong, Andrzej Cichocki
Nonnegative Tensor Train Decompositions for Multi-domain Feature Extraction and Clustering. ICONIP (3) (2016)
Andrzej Cichocki, Danilo P. Mandic, Lieven De Lathauwer, Guoxu Zhou, Qibin Zhao, Cesar F. Caiafa, Anh Huy Phan
Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis. IEEE Signal Process. Mag. 32 (2) (2015)
Anh Huy Phan, Petr Tichavský, Andrzej Cichocki
Low rank tensor deconvolution. ICASSP (2015)
Anh Huy Phan, Petr Tichavský, Andrzej Cichocki
Tensor Deflation for CANDECOMP/PARAFAC. Part 3: Rank Splitting. CoRR (2015)
Petr Tichavský, Anh Huy Phan, Andrzej S. Cichocki
Two-sided diagonalization of order-three tensors. EUSIPCO (2015)
Anh Huy Phan, Petr Tichavský, Andrzej Cichocki
Rank Splitting for CANDECOMP/PARAFAC. LVA/ICA (2015)
Petr Tichavský, Anh Huy Phan, Andrzej Cichocki
Tensor diagonalization - a new tool for PARAFAC and block-term decomposition. CoRR (2014)
Anh Huy Phan, Petr Tichavský, Andrzej Cichocki
Deflation method for CANDECOMP/PARAFAC tensor decomposition. ICASSP (2014)
Anh Huy Phan, Andrzej Cichocki, Petr Tichavský
On Fast algorithms for orthogonal Tucker decomposition. ICASSP (2014)
Andrzej Cichocki, Danilo P. Mandic, Anh Huy Phan, Cesar F. Caiafa, Guoxu Zhou, Qibin Zhao, Lieven De Lathauwer
Tensor Decompositions for Signal Processing Applications From Two-way to Multiway Component Analysis. CoRR (2014)
Petr Tichavský, Anh Huy Phan, Zbynek Koldovský
Cramér-Rao-Induced Bounds for CANDECOMP/PARAFAC Tensor Decomposition. IEEE Trans. Signal Process. 61 (8) (2013)
Anh Huy Phan, Petr Tichavský, Andrzej Cichocki
Low Complexity Damped Gauss-Newton Algorithms for CANDECOMP/PARAFAC. SIAM J. Matrix Anal. Appl. 34 (1) (2013)
Anh Huy Phan, Petr Tichavský, Andrzej Cichocki
Fast Alternating LS Algorithms for High Order CANDECOMP/PARAFAC Tensor Factorizations. IEEE Trans. Signal Process. 61 (19) (2013)
Rafal Zdunek, Anh Huy Phan, Andrzej Cichocki
GNMF with Newton-Based Methods. ICANN (2013)
Fengyu Cong, Anh Huy Phan, Piia Astikainen, Qibin Zhao, Qiang Wu, Jari K. Hietanen, Tapani Ristaniemi, Andrzej Cichocki
Multi-Domain Feature Extraction for Small Event-Related potentials through Nonnegative Multi-Way Array Decomposition from Low Dense Array EEG. Int. J. Neural Syst. 23 (2) (2013)
Anh Huy Phan, Andrzej Cichocki, Petr Tichavský, Gheorghe Luta, Austin J. Brockmeier
Tensor completion throughmultiple Kronecker product decomposition. ICASSP (2013)
Petr Tichavský, Anh Huy Phan, Andrzej Cichocki
A further improvement of a fast damped Gauss-Newton algorithm for candecomp-parafac tensor decomposition. ICASSP (2013)
Zbynek Koldovský, Petr Tichavský, Anh Huy Phan, Andrzej Cichocki
A Two-Stage MMSE Beamformer for Underdetermined Signal Separation. IEEE Signal Process. Lett. 20 (12) (2013)
Austin J. Brockmeier, José C. Príncipe, Anh Huy Phan, Andrzej Cichocki
A greedy algorithm for model selection of tensor decompositions. ICASSP (2013)
Anh Huy Phan, Andrzej Cichocki, Petr Tichavský, Rafal Zdunek, Sidney R. Lehky
From basis components to complex structural patterns. ICASSP (2013)
Anh Huy Phan, Petr Tichavský, Andrzej Cichocki
CANDECOMP/PARAFAC Decomposition of High-Order Tensors Through Tensor Reshaping. IEEE Trans. Signal Process. 61 (19) (2013)
Fengyu Cong, Anh Huy Phan, Qibin Zhao, Qiang Wu, Tapani Ristaniemi, Andrzej Cichocki
Feature Extraction by Nonnegative Tucker Decomposition from EEG Data Including Testing and Training Observations. ICONIP (3) (2012)
Anh Huy Phan, Petr Tichavský, Andrzej Cichocki
On Fast Computation of Gradients for CANDECOMP/PARAFAC Algorithms CoRR (2012)
Anh Huy Phan, Petr Tichavský, Andrzej Cichocki
CANDECOMP/PARAFAC Decomposition of High-order Tensors Through Tensor Reshaping CoRR (2012)
Akinari Onishi, Anh Huy Phan, Kiyotoshi Matsuoka, Andrzej Cichocki
Tensor classification for P300-based brain computer interface. ICASSP (2012)
Fengyu Cong, Anh Huy Phan, Qibin Zhao, Asoke K. Nandi, Vinoo Alluri, Petri Toiviainen, Hanna Poikonen, Minna Huotilainen, Andrzej Cichocki, Tapani Ristaniemi
Analysis of ongoing EEG elicited by natural music stimuli using nonnegative tensor factorization. EUSIPCO (2012)
Anh Huy Phan, Andrzej Cichocki, Petr Tichavský, Danilo P. Mandic, Kiyotoshi Matsuoka
On Revealing Replicating Structures in Multiway Data: A Novel Tensor Decomposition Approach. LVA/ICA (2012)
Anh Huy Phan, Andrzej Cichocki
Seeking an appropriate alternative least squares algorithm for nonnegative tensor factorizations - A novel recursive solution for nonnegative quadratic programming and NTF. Neural Comput. Appl. 21 (4) (2012)
Fengyu Cong, Anh Huy Phan, Piia Astikainen, Qibin Zhao, Jari K. Hietanen, Tapani Ristaniemi, Andrzej Cichocki
Multi-domain Feature of Event-Related Potential Extracted by Nonnegative Tensor Factorization: 5 vs 14 Electrodes EEG Data. LVA/ICA (2012)
Anh Huy Phan, Petr Tichavský, Andrzej Cichocki
Low Complexity Damped Gauss-Newton Algorithms for CANDECOMP/PARAFAC CoRR (2012)
Fengyu Cong, Anh Huy Phan, Qibin Zhao, Tiina Huttunen-Scott, Jukka Kaartinen, Tapani Ristaniemi, Heikki Lyytinen, Andrzej Cichocki
Benefits of Multi-Domain Feature of mismatch Negativity Extracted by Non-Negative Tensor Factorization from EEG Collected by Low-Density Array. Int. J. Neural Syst. 22 (6) (2012)
Zbynek Koldovský, Anh Huy Phan, Petr Tichavský, Andrzej Cichocki
A treatment of EEG data by underdetermined blind source separation for motor imagery classification. EUSIPCO (2012)
Anh Huy Phan, Petr Tichavský, Andrzej Cichocki, Zbynek Koldovský
Low-rank blind nonnegative matrix deconvolution. ICASSP (2012)
Anh Huy Phan, Andrzej Cichocki, Petr Tichavský, Zbynek Koldovský
On Connection between the Convolutive and Ordinary Nonnegative Matrix Factorizations. LVA/ICA (2012)
Anh Huy Phan, Andrzej Cichocki
Extended HALS algorithm for nonnegative Tucker decomposition and its applications for multiway analysis and classification. Neurocomputing 74 (11) (2011)
Anh Huy Phan, Andrzej Cichocki
PARAFAC algorithms for large-scale problems. Neurocomputing 74 (11) (2011)
Anh Huy Phan, Andrzej Cichocki, Kiyotoshi Matsuoka, Jianting Cao
Novel hierarchical ALS algorithm for nonnegative tensor factorization. ICASSP (2011)
Anh Huy Phan, Petr Tichavský, Andrzej Cichocki
Fast damped gauss-newton algorithm for sparse and nonnegative tensor factorization. ICASSP (2011)
Rafal Zdunek, Anh Huy Phan, Andrzej Cichocki
Damped Newton Iterations for Nonnegative Matrix Factorization. Aust. J. Intell. Inf. Process. Syst. 12 (1) (2010)
Fengyu Cong, Igor Kalyakin, Anh Huy Phan, Andrzej Cichocki, Tiina Huttunen-Scott, Heikki Lyytinen, Tapani Ristaniemi
Extract Mismatch Negativity and P3a through Two-Dimensional Nonnegative Decomposition on Time-Frequency Represented Event-Related Potentials. ISNN (2) (2010)
Anh Huy Phan, Andrzej Cichocki, Rafal Zdunek, Thanh Vu Dinh
Novel Alternating Least Squares Algorithm for Nonnegative Matrix and Tensor Factorizations. ICONIP (1) (2010)
Fengyu Cong, Anh Huy Phan, Andrzej Cichocki, Heikki Lyytinen, Tapani Ristaniemi
Identical fits of nonnegative matrix/tensor factorization may correspond to different extracted event-related potentials. IJCNN (2010)
Fengyu Cong, Anh Huy Phan, Heikki Lyytinen, Tapani Ristaniemi, Andrzej Cichocki
Classifying Healthy Children and Children with Attention Deficit through Features Derived from Sparse and Nonnegative Tensor Factorization Using Event-Related Potential. LVA/ICA (2010)
Anh Huy Phan, Andrzej Cichocki
Local Learning Rules for Nonnegative Tucker Decomposition. ICONIP (1) (2009)
Anh Huy Phan, Andrzej Cichocki
Advances in PARAFAC Using Parallel Block Decomposition. ICONIP (1) (2009)
Andrzej Cichocki, Anh Huy Phan
Fast Local Algorithms for Large Scale Nonnegative Matrix and Tensor Factorizations. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (3) (2009)
Qibin Zhao, Cesar F. Caiafa, Andrzej Cichocki, Liqing Zhang, Anh Huy Phan
Slice Oriented Tensor Decomposition of EEG Data for Feature Extraction in Space, Frequency and Time Domains. ICONIP (1) (2009)
Saeid Sanei, Anh Huy Phan, Jen-Lung Lo, Vahid Abolghasemi, Andrzej Cichocki
A compressive sensing approach for progressive transmission of images. DPS (2009)
Anh Huy Phan, Andrzej Cichocki
Fast and Efficient Algorithms for Nonnegative Tucker Decomposition. ISNN (2) (2008)
Andrzej Cichocki, Yoshikazu Washizawa, Tomasz M. Rutkowski, Hovagim Bakardjian, Anh Huy Phan, Seungjin Choi, Hyekyoung Lee, Qibin Zhao, Liqing Zhang, Yuanqing Li
Noninvasive BCIs: Multiway Signal-Processing Array Decompositions. Computer 41 (10) (2008)
Andrzej Cichocki, Anh Huy Phan, Rafal Zdunek, Liqing Zhang
Flexible Component Analysis for Sparse, Smooth, Nonnegative Coding or Representation. ICONIP (1) (2007)