Concepedia

Kazuho Watanabe

KW

14

Publications

398

Citations

13

H-Index

2005

Active since

Affiliations

Nara Institute of Science and Technology(Current)

Tokyo Institute of Technology

The University of Tokyo

Toyohashi University of Technology

Kazuho Watanabe is an author at Nara Institute of Science and Technology specializing in engineering, statistics, and data science.

Top concepts

EngineeringStatisticsData ScienceStatistical InferenceProbabilityComputer ScienceBayesian InferenceMachine LearningEntropyGraph Theory

Publications per year

2005–2020

14

Publications

14

Deterministic annealing variant of variational Bayes method

Kentaro Katahira, Kazuho Watanabe, Masato Okada · Journal of Physics Conference Series · 2008 · 49 citations · Full text

Free Energy, Model Optimization, Engineering +15

Stochastic Complexities of Gaussian Mixtures in Variational Bayesian Approximation

Kazuho Watanabe, Sumio Watanabe · 2006 · 45 citations

Stochastic complexities of general mixture models in variational Bayesian learning

Kazuho Watanabe, Sumio Watanabe · Neural Networks · 2006 · 41 citations

Bayesian Statistic, Mixture Distribution, Engineering +8

Lower bounds of stochastic complexities in variational bayes learning of gaussian mixture models

Kazuho Watanabe, Sumio Watanabe · 2005 · 39 citations

Bayesian Statistic, True Bayesian Learning, Engineering +16

Upper bound for variational free energy of Bayesian networks

Kazuho Watanabe, M. Shiga, Sumio Watanabe · Machine Learning · 2009 · 37 citations · Full text

Entropy, Graphical Model, Bayesian Network +2

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