Sumio Watanabe
4 papers · 2006–2023 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Full 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer
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Research topics
Keywords
model selection
(3)
generalization error
(2)
bayesian inference
(1)
variational bayesian
(1)
model complexity
(1)
variational free energy
(1)
free energy
(1)
minimum description length
(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 free energy
(1)
bayesian learning
(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