Katsuhiko Ishiguro
6 papers · 2010–2020 · 5 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🏃 Academic Marathon (10) 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🐝 Cross-Pollinator (15)
🧭
Keyword Pioneer
🌍
Conference Polyglot
(5)
🏃
Academic Marathon
(10)
🏆
Keyword Champion
🚀
Conference Pioneer
📈
Trend Setter
Conferences
ICML (2)
AISTATS (1)
IJCAI (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
relational datum
(3)
bayesian inference
(2)
generative model
(2)
cluster analysis
(2)
posterior inference
(2)
probabilistic modeling
(2)
hierarchical clustering
(1)
community detection
(1)
relational data
(1)
time series
(1)
probabilistic generative model
(1)
stochastic process
(1)
relational data clustering
(1)
infinite hidden markov model
(1)
dynamic relational data
(1)
stochastic blockmodel
(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
NIPS 2010