Salman Ahmadi-Asl

44 papers B 1Journal 41Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A New Tensor Network: Tubal Tensor Train and Its Applications. CoRR Salman Ahmadi-Asl, Valentin Leplat, Anh Huy Phan, Andrzej Cichocki
2026	J	`jnl`	Lightweight Attribute Localizing Models for Pedestrian Attribute Recognition. IEEE Intell. Syst. Ashish Jha, Dmitrii Ermilov, Anh Huy Phan, Konstantin Sobolev, Salman Ahmadi-Asl, Naveed Ahmed, Imran Junejo, Zaher Al Aghbari, Thar Baker, Ahmed M. Khedr, Andrzej Cichocki
2026	J	`jnl`	QuatIca: Advanced Numerical Linear Algebra and Optimization for Quaternionic Matrices in Python. CoRR Valentin Leplat, Salman Ahmadi-Asl, Junjun Pan, Henni Ouerdane, Michael Ng
2025	J	`jnl`	Correction to: A Randomized Algorithm for Tensor Singular Value Decomposition Using an Arbitrary Number of Passes. J. Sci. Comput. Salman Ahmadi-Asl, Anh Huy Phan, Andrzej Cichocki
2025	J	`jnl`	Efficient Smooth Tensor Train and Tensor Ring Completion for Image Classification Enhancement. IEEE Access Salman Ahmadi-Asl, Roman Garaev, Rustam A. Lukmanov, Naeim Rezaeian, Asad Masood Khattak, Manuel Mazzara
2025	J	`jnl`	Efficient iterative techniques for solving tensor problems with the T-product. CoRR Malihe Nobakht Kooshkghazi, Salman Ahmadi-Asl, Hamidreza Afshin
2025	J	`jnl`	Iterative Methods for Computing the Moore-Penrose Pseudoinverse of Quaternion Matrices, with Applications. CoRR Valentin Leplat, Salman Ahmadi-Asl, Junjun Pan, Ning Zheng
2025	J	`jnl`	Nonnegative Tensor Decomposition via Collaborative Neurodynamic Optimization. SIAM J. Sci. Comput. Salman Ahmadi-Asl, Valentin Leplat, Anh Huy Phan, Andrzej Cichocki
2025	J	`jnl`	Pass-efficient Randomized Algorithms for Low-rank Approximation of Quaternion Matrices. CoRR Salman Ahmadi-Asl, Malihe Nobakht Kooshkghazi, Valentin Leplat
2025	J	`jnl`	Randomized block Krylov method for approximation of truncated tensor SVD. CoRR Malihe Nobakht Kooshkghazi, Salman Ahmadi-Asl, Andre L. F. de Almeida
2025	J	`jnl`	SAGE: Streaming Agreement-Driven Gradient Sketches for Representative Subset Selection. CoRR Ashish Jha, Salman Ahmadi-Asl
2024	J	`jnl`	A Randomized Algorithm for Tensor Singular Value Decomposition Using an Arbitrary Number of Passes. J. Sci. Comput. Salman Ahmadi-Asl, Anh Huy Phan, Andrzej Cichocki
2024	J	`jnl`	Corrections to "Randomized Algorithms for Computation of Tucker Decomposition and Higher Order SVD (HOSVD)". IEEE Access Salman Ahmadi-Asl, Stanislav Abukhovich, Maame G. Asante-Mensah, Andrzej Cichocki, Anh Huy Phan, Toshihisa Tanaka, Ivan V. Oseledets
2024	J	`jnl`	Efficient Algorithms for Low Tubal Rank Tensor Approximation with Applications to Image Compression, Super-Resolution and Deep Learning. CoRR Salman Ahmadi-Asl, Naeim Rezaeian, Cesar F. Caiafa, Andre L. F. de Almeida
2024	—	`conf`	Fast Low-Rank Approximation of Matrices via Randomization with Application to Tensor Completion. ICSPCC Maboud F. Kaloorazi, Salman Ahmadi-Asl, Jie Chen, Susanto Rahardja
2024	B	`conf`	Low-Rank Matrix and Tensor Decomposition Using Randomized Two-Sided Subspace Iteration With Application to Video Reconstruction. ICIP Maboud F. Kaloorazi, Salman Ahmadi-Asl, Susanto Rahardja
2024	J	`jnl`	Nonnegative Tensor Decomposition Via Collaborative Neurodynamic Optimization. CoRR Salman Ahmadi-Asl, Valentin Leplat, Anh Huy Phan, Andrzej Cichocki
2024	J	`jnl`	Randomized algorithms for Kroncecker tensor decomposition and applications. CoRR Salman Ahmadi-Asl, Naeim Rezaeian, Andre L. F. de Almeida, Yipeng Liu
2024	J	`jnl`	Randomized two-sided subspace iteration for low-rank matrix and tensor decomposition. Digit. Signal Process. Maboud F. Kaloorazi, Salman Ahmadi-Asl, Susanto Rahardja
2024	J	`jnl`	Robust low tubal rank tensor recovery using discrete empirical interpolation method with optimized slice/feature selection. Adv. Comput. Math. Salman Ahmadi-Asl, Anh Huy Phan, Cesar F. Caiafa, Andrzej Cichocki
2023	J	`jnl`	A note on generalized tensor CUR approximation for tensor pairs and tensor triplets based on the tubal product. CoRR Salman Ahmadi-Asl
2023	J	`jnl`	Adaptive Cross Tubal Tensor Approximation. CoRR Salman Ahmadi-Asl, Anh Huy Phan, Andrzej Cichocki, Anastasia Sozykina, Zaher Al Aghbari, Jun Wang, Ivan V. Oseledets
2023	J	`jnl`	Attribute recognition for person re-identification using federated learning at all-in-edge. Internet Things Shini Girija, Thar Baker, Naveed Ahmed, Ahmed M. Khedr, Zaher Al Aghbari, Ashish Jha, Konstantin Sobolev, Salman Ahmadi-Asl, Anh Huy Phan
2023	—	`conf`	Fast Adaptive Cross Tubal Tensor Approximation. SSP Salman Ahmadi-Asl, Anh Huy Phan, Andrzej Cichocki, Ashish Jha, Anastasia Sozykina, Jun Wang, Ivan V. Oseledets
2023	J	`jnl`	Fast cross tensor approximation for image and video completion. Signal Process. Salman Ahmadi-Asl, Maame Gyamfua Asante-Mensah, Andrzej Cichocki, Anh-Huy Phan, Ivan V. Oseledets, Jun Wang
2023	J	`jnl`	Fast randomized algorithms for computing the generalized tensor SVD based on the tubal product. CoRR Salman Ahmadi-Asl, Ugochukwu O. Ugwu
2023	J	`jnl`	Image Reconstruction using Superpixel Clustering and Tensor Completion. CoRR Maame G. Asante-Mensah, Anh Huy Phan, Salman Ahmadi-Asl, Zaher Al Aghbari, Andrzej Cichocki
2023	J	`jnl`	Image reconstruction using superpixel clustering and tensor completion. Signal Process. Maame G. Asante-Mensah, Anh Huy Phan, Salman Ahmadi-Asl, Zaher Al Aghbari, Andrzej Cichocki
2023	J	`jnl`	Lightweight Attribute Localizing Models for Pedestrian Attribute Recognition. CoRR 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
2023	J	`jnl`	Robust Low-Tubal-rank tensor recovery Using Discrete Empirical Interpolation Method with Optimized Slice/Feature Selection. CoRR Salman Ahmadi-Asl, Anh Huy Phan, Cesar F. Caiafa, Andrzej Cichocki
2022	J	`jnl`	A Randomized Algorithm for Tensor Singular Value Decomposition Using an Arbitrary Number of Passes. CoRR Salman Ahmadi-Asl
2022	J	`jnl`	An Efficient Randomized Fixed-Precision Algorithm for Tensor Singular Value Decomposition. CoRR Salman Ahmadi-Asl
2022	J	`jnl`	Cross Tensor Approximation for Image and Video Completion. CoRR Salman Ahmadi-Asl, Maame Gyamfua Asante-Mensah, Andrzej Cichocki, Anh Huy Phan, Ivan V. Oseledets, Jun Wang
2021	J	`jnl`	Cross Tensor Approximation Methods for Compression and Dimensionality Reduction. IEEE Access Salman Ahmadi-Asl, Cesar F. Caiafa, Andrzej Cichocki, Anh Huy Phan, Toshihisa Tanaka, Ivan V. Oseledets, Jun Wang
2021	J	`jnl`	Matrix and tensor completion using tensor ring decomposition with sparse representation. Mach. Learn. Sci. Technol. Maame G. Asante-Mensah, Salman Ahmadi-Asl, Andrzej Cichocki
2021	J	`jnl`	Randomized Algorithms for Computation of Tucker Decomposition and Higher Order SVD (HOSVD). IEEE Access Salman Ahmadi-Asl, Stanislav Abukhovich, Maame G. Asante-Mensah, Andrzej Cichocki, Anh-Huy Phan, Toshihisa Tanaka, Ivan V. Oseledets
2021	J	`jnl`	Randomized algorithms for fast computation of low rank tensor ring model. Mach. Learn. Sci. Technol. Salman Ahmadi-Asl, Andrzej Cichocki, Anh Huy Phan, Maame G. Asante-Mensah, Mirfarid Musavian Ghazani, Toshihisa Tanaka, Ivan V. Oseledets
2020	J	`jnl`	Randomized Algorithms for Computation of Tucker decomposition and Higher Order SVD (HOSVD). CoRR Salman Ahmadi-Asl, Andrzej Cichocki, Anh Huy Phan, Ivan V. Oseledets, Stanislav Abukhovich, Toshihisa Tanaka
2020	J	`jnl`	Tensor Networks for Latent Variable Analysis: Higher Order Canonical Polyadic Decomposition. IEEE Trans. Neural Networks Learn. Syst. Anh-Huy Phan, Andrzej Cichocki, Ivan V. Oseledets, Giuseppe Giovanni Calvi, Salman Ahmadi-Asl, Danilo P. Mandic
2019	J	`jnl`	Solving bilinear tensor least squares problems and application to Hammerstein identification. Numer. Linear Algebra Appl. Lars Eldén, Salman Ahmadi-Asl
2018	J	`jnl`	On the iterative refinement of the solution of ill-conditioned linear system of equations. Int. J. Comput. Math. Fatemeh Panjeh Ali Beik, Salman Ahmadi-Asl, Arezo Ameri
2018	J	`jnl`	Tensor Networks for Latent Variable Analysis: Higher Order Canonical Polyadic Decomposition. CoRR Anh Huy Phan, Andrzej Cichocki, Ivan V. Oseledets, Salman Ahmadi-Asl, Giuseppe Giovanni Calvi, Danilo P. Mandic
2016	J	`jnl`	On the Krylov subspace methods based on tensor format for positive definite Sylvester tensor equations. Numer. Linear Algebra Appl. Fatemeh Panjeh Ali Beik, Farid Saberi Movahed, Salman Ahmadi-Asl
2013	J	`jnl`	A New Extended Padé Approximation and Its Application. Adv. Numer. Anal. Z. Kalateh Bojdi, Salman Ahmadi-Asl, Azim Aminataei