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Bio
His research interests lie in the development of algorithms for multiway analysis, tensor decomposition, tensor networks representation of big data, and in studying fundamental problems in machine learning and signal processing, including blind source separation, nonlinear system modelling based on multivariate polynomial regression, dimensionality reduction, discriminant analysis and support vector machines with projection vectors in tensor networks formats, Volterra-type models for nonlinear systems identification.
Research Interests
Papers共 142 篇Author StatisticsCo-AuthorSimilar Experts
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Salman Ahmadi-Asl, Stanislav Abukhovich,Maame G. Asante-Mensah, Andrzej Cichocki,Anh Huy Phan , Tohishisa Tanaka,Ivan V. Oseledets
IEEE Access (2024)
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Advances in Computational Mathematicsno. 2 (2024): 1-27
Salman Ahmadi-Asl, Stanislav Abukhovich,Maame G. Asante-Mensah,Andrzej Cichocki,Anh Huy Phan, Tohishisa Tanaka,Ivan Oseledets
IEEE Access (2024): 70742-70742
Journal of Scientific Computingno. 1 (2024): 1-25
Advances in Computational Mathematicsno. 2 (2024)
Adv. Comput. Math.no. 2 (2024)
ADVANCES IN COMPUTATIONAL MATHEMATICSno. 2 (2024)
SSPpp.557-561, (2023)
CoRR (2023)
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