KABASHIMA Yoshiyuki


樺島 祥介かばしま よしゆき
KABASHIMA Yoshiyuki

KABASHIMA Yoshiyuki
Title Professor
Affiliation Institute for Physics of Intelligence, Graduate School of Science
E-mail


Research Field

statistical mechanics, information theory, machine learning

Research Subject

broad application of statistical mechanics to information science

Current Research

Yoshiyuki Kabashima is working in a cross-disciplinary field between statistical physics and information sciences. His research topics include error-correcting codes, cryptography, CDMA multi-user detection, data compression, compressive sensing, random matrix, machine learning, spin glasses.

Keywords

replica method, cavity method, random matrix, probabilistic inference, machine learning

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