HONDA Junya


本多 淳也ほんだ じゅんや
HONDA Junya

HONDA Junya
Title Lecturer
Affiliation Department of Information Science (UG), Graduate School of Frontier Sciences
E-mail
TEL +81-3-5841-0517 | 20517(ext.)


Research Field

Machine Learning, Information Theory

Research Subject

Algorithms and Theories of Online Decision Making in Machine Learning

Current Research

Machine learning to retrieve important information from big data is recently becoming a common technology in wide areas. On the other hand, there are many situations such as recommendation systems where we have to take a decision on some problem without sufficiently “big” data. Our laboratory researches algorithms and theories for a variety of decision making problems with information dynamically gathered from the environment.

Keywords

Machine learning, bandit problems, Bayesian optimization, information theory

Links