Eunice Yuh-Jie Chen
5 papers · 2013–2016 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird π Conference Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Bayesian & Probabilistic Β· Artificial Intelligence
(3)
Optimization & Theory
(3)
Mathematics & Optimization
(2)
Bayesian & Probabilistic Β· Machine Learning
(2)
Core AI
(2)
Core Methods
(2)
Knowledge & Reasoning
(1)
Application Areas
(1)
Learning Paradigms
(1)
Learning Types
(1)
Mathematics
(1)
Optimization
(1)
Reasoning
(1)
Keywords
graphical model
(4)
bayesian network
(4)
structure learning
(3)
causal discovery
(1)
asymptotic analysis
(1)
constraint satisfaction
(1)
integer linear programming
(1)
random graph
(1)
probabilistic graphical model
(1)
selection bia
(1)
graph algorithm
(1)
directed acyclic graph
(1)
markov equivalence
(1)
equivalence class
(1)
search space
(1)
markov blanket
(1)
search space pruning
(1)
mdl score
(1)
structure enumeration
(1)
odds ratio
(1)
Papers
Enumerating Equivalence Classes of Bayesian Networks using EC Graphs
AISTATS 2016
Learning Bayesian networks with ancestral constraints
NeurIPS 2016
On Pruning with the MDL Score
PGM 2016
Random Bayesian networks with bounded indegree
AISTATS 2014
A simple criterion for controlling selection bias
AISTATS 2013