Seiya Imoto
4 papers · 2008–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Full
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Interdisciplinary Bridge ยท Bronze
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Research topics
Keywords
bayesian network
(3)
structure learning
(3)
graph learning
(1)
dynamic programming
(1)
network structure
(1)
graphical model
(1)
parallel algorithm
(1)
directed acyclic graph
(1)
optimal search
(1)
sparsity regularization
(1)
optimal structure
(1)
likelihood
(1)
acyclicity
(1)
canonical links
(1)
differentiable surrogate constraint
(1)
combinatorial optimization
(1)
zero-inflated generalized linear model
(1)
causal discovery
(1)
Papers
DAG Learning from Zero-Inflated Count Data Using Continuous Optimization
CLeaR 2026
Parallel Algorithm for Learning Optimal Bayesian Network Structure
JMLR 2011
Optimal Search on Clustered Structural Constraint for Learning Bayesian Network Structure
JMLR 2010
Finding Optimal Bayesian Network Given a Super-Structure
JMLR 2008