Katsuhiko Ishiguro
6 papers · 2010–2020 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird
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Keyword Pioneer
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Conference Pioneer
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Research topics
Machine Learning
(5)
Optimization & Theory
(5)
Bayesian & Probabilistic Β· Machine Learning
(4)
Core Methods
(4)
Artificial Intelligence
(3)
Bayesian & Probabilistic Β· Artificial Intelligence
(3)
Data Science & Analytics
(2)
Learning Types
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Applications
(1)
Methods
(1)
Models
(1)
Probability
(1)
Keywords
relational data
(3)
bayesian inference
(2)
cluster analysis
(2)
posterior inference
(2)
probabilistic modeling
(2)
generative model
(2)
collapsed variational bayes
(1)
hierarchical clustering
(1)
community detection
(1)
social network analysis
(1)
time series
(1)
probabilistic generative model
(1)
stochastic process
(1)
relational data clustering
(1)
infinite hidden markov model
(1)
stochastic block model
(1)
hidden markov model
(1)
probabilistic model
(1)
graphical model
(1)
probabilistic graphical model
(1)
Papers
Learning Structured Latent Factors from Dependent Data:A Generative Model Framework from Information-Theoretic Perspective
ICML 2020
Averaged Collapsed Variational Bayes Inference
JMLR 2017
Rectangular Tiling Process
ICML 2014
Non-Negative Multiple Matrix Factorization
IJCAI 2013
Subset Infinite Relational Models
AISTATS 2012
Dynamic Infinite Relational Model for Time-varying Relational Data Analysis
NeurIPS 2010