Shouta Sugahara
5 papers · 2018–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
Top co-authors
Research topics
Machine Learning
(5)
Bayesian & Probabilistic · Machine Learning
(5)
Artificial Intelligence
(4)
Bayesian & Probabilistic · Artificial Intelligence
(4)
Core Methods
(4)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Keywords
bayesian network classifier
(3)
class variable
(2)
augmented naive baye
(2)
bayesian network
(2)
conditional log likelihood
(2)
structure learning
(2)
parameter learning
(1)
model averaging
(1)
asymptotic consistency
(1)
markov blanket
(1)
np-hard problem
(1)
classification probability
(1)
constraint-based learning
(1)
naive bayes classifier
(1)
exact learning
(1)
k-best method
(1)
recursive autonomy identification
(1)
bayes factor
(1)
depth-first search
(1)
i-map structure
(1)
Papers
Learning Bayesian Network Classifiers to Minimize Class Variable Parameters
JMLR 2026
Learning Bayesian Network Classifiers to Minimize the Class Variable Parameters
AAAI 2024
Recursive autonomy identification-based learning of augmented naive Bayes classifiers
PGM 2022
Bayesian Network Model Averaging Classifiers by Subbagging
PGM 2020
Exact learning augmented naive Bayes classifier
PGM 2018