Salman Ahmadi-Asl

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 26

Top Topics

Randomized Algorithm

Singular Value Decomposition

Tensor Decomposition

Top Venues

Mach. Learn. Sci. Technol.

Signal Process.

Publications

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)
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)
Salman Ahmadi-Asl, Maame Gyamfua Asante-Mensah, Andrzej Cichocki, Anh-Huy Phan, Ivan V. Oseledets, Jun Wang
Fast cross tensor approximation for image and video completion. Signal Process. 213 (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)
Salman Ahmadi-Asl
A note on generalized tensor CUR approximation for tensor pairs and tensor triplets based on the tubal product. CoRR (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, Ugochukwu O. Ugwu
Fast randomized algorithms for computing the generalized tensor SVD based on the tubal product. 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)
Salman Ahmadi-Asl
An Efficient Randomized Fixed-Precision Algorithm for Tensor Singular Value Decomposition. CoRR (2022)
Salman Ahmadi-Asl
A Randomized Algorithm for Tensor Singular Value Decomposition Using an Arbitrary Number of Passes. 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)
Maame G. Asante-Mensah, Salman Ahmadi-Asl, Andrzej Cichocki
Matrix and tensor completion using tensor ring decomposition with sparse representation. Mach. Learn. Sci. Technol. 2 (3) (2021)
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)
Salman Ahmadi-Asl, Stanislav Abukhovich, Maame G. Asante-Mensah, Andrzej Cichocki, Anh-Huy Phan, Toshihisa Tanaka, Ivan V. Oseledets
Randomized Algorithms for Computation of Tucker Decomposition and Higher Order SVD (HOSVD). IEEE Access 9 (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, Andrzej Cichocki, Ivan V. Oseledets, Giuseppe Giovanni Calvi, Salman Ahmadi-Asl, Danilo P. Mandic
Tensor Networks for Latent Variable Analysis: Higher Order Canonical Polyadic Decomposition. IEEE Trans. Neural Networks Learn. Syst. 31 (6) (2020)
Lars Eldén, Salman Ahmadi-Asl
Solving bilinear tensor least squares problems and application to Hammerstein identification. Numer. Linear Algebra Appl. 26 (2) (2019)
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)
Fatemeh Panjeh Ali Beik, Salman Ahmadi-Asl, Arezo Ameri
On the iterative refinement of the solution of ill-conditioned linear system of equations. Int. J. Comput. Math. 95 (2) (2018)
Fatemeh Panjeh Ali Beik, Farid Saberi Movahed, Salman Ahmadi-Asl
On the Krylov subspace methods based on tensor format for positive definite Sylvester tensor equations. Numer. Linear Algebra Appl. 23 (3) (2016)
Z. Kalateh Bojdi, Salman Ahmadi-Asl, Azim Aminataei
A New Extended Padé Approximation and Its Application. Adv. Numer. Anal. 2013 (2013)