Kazuho Watanabe
6 papers · 2006–2019 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (13)
π
Cross-Pollinator
(15)
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Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(16)
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Trend Setter
Conferences
ACML (2)
JMLR (2)
INTERSPEECH (1)
NIPS (1)
Top co-authors
Keywords
stochastic process
(2)
online learning
(2)
bayesian inference
(2)
variational bayesian
(2)
variational inference
(2)
minimax regret
(2)
group lasso
(1)
regret minimization
(1)
asymptotic analysis
(1)
variational free energy
(1)
batch learning
(1)
online prediction
(1)
free energy
(1)
variational approximation
(1)
sequential prediction
(1)
acoustic model
(1)
regret bound
(1)
sparsity analysis
(1)
topic model
(1)
normalized maximum likelihood
(1)
Papers
Minimax Online Prediction of Varying Bernoulli Process under Variational Approximation
ACML 2019
Automatic DNN Node Pruning Using Mixture Distribution-based Group Regularization
INTERSPEECH 2018
Achievability of Asymptotic Minimax Regret by Horizon-Dependent and Horizon-Independent Strategies
JMLR 2015
Analysis of Variational Bayesian Latent Dirichlet Allocation: Weaker Sparsity Than MAP
NIPS 2014
Achievability of Asymptotic Minimax Regret in Online and Batch Prediction
ACML 2013
Stochastic Complexities of Gaussian Mixtures in Variational Bayesian Approximation
JMLR 2006