Yujia Shen
6 papers · 2016–2020 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (14) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(15)
π
Conference Pioneer
π
Trend Setter
Conferences
NIPS (3)
AAAI (1)
ICML (1)
PGM (1)
Top co-authors
Keywords
probabilistic graphical model
(4)
probabilistic sentential decision diagram
(3)
graphical model
(3)
arithmetic circuit
(2)
route distribution
(2)
explainable ai
(1)
exact inference
(1)
constraint satisfaction
(1)
tractable inference
(1)
lifted inference
(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)
ancestral constraint
(1)
Papers
A New Perspective on Learning Context-Specific Independence
PGM 2020
Structured Bayesian Networks: From Inference to Learning with Routes
AAAI 2019
Conditional Independence in Testing Bayesian Networks
ICML 2019
Tractability in Structured Probability Spaces
NIPS 2017
Learning Bayesian networks with ancestral constraints
NIPS 2016
Tractable Operations for Arithmetic Circuits of Probabilistic Models
NIPS 2016