Yujia Shen
6 papers · 2016–2020 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird π Conference Pioneer
π
Trend Setter
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(5)
Bayesian & Probabilistic Β· Machine Learning
(5)
Bayesian & Probabilistic Β· Artificial Intelligence
(4)
Core AI
(4)
Core Methods
(4)
Mathematics & Optimization
(3)
Optimization & Theory
(3)
Knowledge & Reasoning
(2)
Mathematics
(2)
Representation
(2)
Learning Paradigms
(1)
Learning Types
(1)
Optimization
(1)
Keywords
probabilistic graphical model
(4)
graphical model
(3)
probabilistic sentential decision diagram
(3)
arithmetic circuit
(2)
route distribution
(2)
explainable ai
(1)
exact inference
(1)
constraint satisfaction
(1)
tractable inference
(1)
lifted inference
(1)
integer linear programming
(1)
conditional independence
(1)
hidden markov model
(1)
bayesian network
(1)
probabilistic model
(1)
inference algorithm
(1)
context-specific independence
(1)
conditional probability distribution
(1)
testing bayesian network
(1)
neural network
(1)
Papers
A New Perspective on Learning Context-Specific Independence
PGM 2020
Conditional Independence in Testing Bayesian Networks
ICML 2019
Structured Bayesian Networks: From Inference to Learning with Routes
AAAI 2019
Tractability in Structured Probability Spaces
NeurIPS 2017
Learning Bayesian networks with ancestral constraints
NeurIPS 2016
Tractable Operations for Arithmetic Circuits of Probabilistic Models
NeurIPS 2016