基本信息
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Bio
Ivan’s research covers a broad range of topics. He proposed a new decomposition of high-dimensional arrays (tensors) – tensor-train decomposition, and developed many efficient algorithms for solving high-dimensional problems. These algorithms are used in different areas of chemistry, biology, data analysis and machine learning. His current research focuses on development of new algorithms in machine learning and artificial intelligence such as construction of adversarial examples, theory of generative adversarial networks and compression of neural networks. It resulted in publications in top computer science conferences such as ICML, NIPS, ICLR, CVPR, RecSys, ACL and ICDM.
Professor Oseledets is an Associate Editor of SIAM Journal on Mathematics in Data Science, SIAM Journal on Scientific Computing, Advances in Computational Mathematics (Springer). He is also an area chair of ICLR 2020 conference.
Professor Oseledets is an Associate Editor of SIAM Journal on Mathematics in Data Science, SIAM Journal on Scientific Computing, Advances in Computational Mathematics (Springer). He is also an area chair of ICLR 2020 conference.
Research Interests
Papers共 342 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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Elizaveta Goncharova,Anton Razzhigaev, Matvey Mikhalchuk, Maxim Kurkin, Irina Abdullaeva, Matvey Skripkin,Ivan Oseledets,Denis Dimitrov,Andrey Kuznetsov
CoRR (2024)
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CoRR (2024)
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Salman Ahmadi-Asl,Anh Huy Phan,Andrzej Cichocki, Anastasia Sozykina,Zaher Al Aghbari, Jun Wang,Ivan Oseledets
Linear Algebra and its Applications (2024): 310-311
Anton Razzhigaev, Matvey Mikhalchuk,Elizaveta Goncharova, Nikolai Gerasimenko,Ivan Oseledets,Denis Dimitrov,Andrey Kuznetsov
CoRR (2024)
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arxiv(2024)
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CoRR (2024)
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IEEE Access (2024): 70742-70742
CoRR (2024)
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