KABASHIMA Yoshiyuki
Professor
Institute for Physics of Intelligence, Department of Physics (UG), Department of Physics (GR), Graduate School of Science
| kaba@phys.s.u-tokyo.ac.jp | |
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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