Sumio Watanabe
4 papers · 2006–2023 · 2 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (15) 🏃 Academic Marathon (17) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🧭 Keyword Pioneer
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Hot Topic Early Bird
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Trend Setter
Conferences
JMLR (3)
ACML (1)
Top co-authors
Keywords
model selection
(3)
generalization error
(2)
variational bayesian
(1)
model complexity
(1)
variational free energy
(1)
free energy
(1)
bayesian information criterion
(1)
convolutional neural network
(1)
skip connection
(1)
gaussian mixture
(1)
information criterion
(1)
singular learning theory
(1)
singular model
(1)
stochastic complexity
(1)
bayes marginal likelihood
(1)
real log canonical threshold
(1)
bayesian inference
(1)
Papers
Free Energy of Bayesian Convolutional Neural Network with Skip Connection
ACML 2023
A Widely Applicable Bayesian Information Criterion
JMLR 2013
Asymptotic Equivalence of Bayes Cross Validation and Widely Applicable Information Criterion in Singular Learning Theory
JMLR 2010
Stochastic Complexities of Gaussian Mixtures in Variational Bayesian Approximation
JMLR 2006