Research field (2):
Statistical science
, Intelligent informatics
Research keywords (3):
Information Theory
, Machine Learning
, Pattern Recognition
Research theme for competitive and other funds (6):
2022 - 2026 Development of Shape Clustering Methods Using Metric Learning
2016 - 2019 Distance Set as a shape descriptor and its improvement
2010 - 2013 Curve Matching Algorithms and their Theoretical Analyses
2006 - 2010 Analysis of Learning Machines Using Information Geometry and Information Theory
2006 - 2009 Asymptotic Analysis of On-line Learning Based on Genelarized Stochastic Processes
2002 - 2005 Systems of Stochastic Dynamics in Reinforcement Learning and its Geometric Structure
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Papers (22):
Kazunori Iwata, Hiroki Yamamoto, Kazushi Mimura. An Extended Scheme for Shape Matching with Local Descriptors. IEICE Transactions on Information and Systems. 2021. E104-D. 2. 285-293