For Faculty Members
KABASHIMA Yoshiyuki
樺島 祥介 (かばしま よしゆき)
KABASHIMA Yoshiyuki
Title | Professor |
---|---|
Affiliation | Institute for Physics of Intelligence, Department of Physics (UG), Department of Physics (GR), Graduate School of Science |
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