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KABASHIMA Yoshiyuki

information theory statistical mechanics

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Yoshiyuki Kabashima is a faculty member in the Department of Physics at The University of Tokyo. His research focuses on statistical mechanics and information theory, with an emphasis on interdisciplinary applications. His work explores topics such as error-correcting codes, cryptography, CDMA multi-user detection, data compression, compressive sensing, random matrix theory, machine learning, and spin glasses. Kabashima's research bridges theoretical physics and information science, aiming to develop foundational methods for information processing. His laboratory's website provides further details on ongoing research and academic activities.


Scholar profile summary
Scholar-generated biography

Yoshiyuki Kabashima is a researcher at the Institute for Physics of Intelligence and the Department of Physics, The University of Tokyo. His work focuses on Statistical Mechanics and Information Theory, with a particular emphasis on the application of statistical physics to problems in information processing and machine learning. Kabashima's research explores topics such as error-correcting codes, compressed sensing, and Bayesian inference, often using methods like belief propagation and replica symmetry breaking. His publications address the theoretical foundations of communication systems, data compression, and the analysis of complex networks. His work bridges theoretical physics and applied information science, contributing to the understanding of computational complexity and optimization in large-scale systems.

Source: google_scholar · 109 words
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