Jim C. Huang
3 papers · 2008–2011 · 2 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (16) π Conference Polyglot Β· Bronze π§ Keyword Pioneer
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Keyword Trendsetter Combo
(3)
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Keyword Champion
(2)
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(3)
Core Methods
(3)
Artificial Intelligence
(2)
Data Science & Analytics
(2)
Mathematics & Optimization
(2)
Applications
(2)
Bayesian & Probabilistic Β· Artificial Intelligence
(2)
Mathematics
(2)
Healthcare & Medicine
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Optimization & Theory
(1)
Research
(1)
Keywords
cumulative distribution function
(2)
cumulative distribution network
(2)
learning to rank
(2)
graphical model
(2)
message passing
(1)
exact inference
(1)
structured ranking learning
(1)
probabilistic model
(1)
junction tree
(1)
probabilistic graphical model
(1)
heavy-tailed distribution
(1)
pairwise preference
(1)
joint distribution
(1)
probabilistic modeling
(1)
structured ranking
(1)
structured prediction
(1)
information retrieval
(1)
document retrieval
(1)
Papers
Cumulative Distribution Networks and the Derivative-sum-product Algorithm: Models and Inference for Cumulative Distribution Functions on Graphs
JMLR 2011
Exact inference and learning for cumulative distribution functions on loopy graphs
NeurIPS 2010
Structured ranking learning using cumulative distribution networks
NeurIPS 2008