Laiwan Chan
5 papers · 2004–2019 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (14) π Interdisciplinary Bridge π Academic Marathon (15) π Cross-Pollinator (11) π§ Keyword Pioneer
π£
Hot Topic Early Bird
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Conference Polyglot
(3)
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Trend Setter
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Conference Pioneer
Conferences
JMLR (2)
NIPS (2)
UAI (1)
Top co-authors
Keywords
causal discovery
(3)
probabilistic modeling
(1)
domain generalization
(1)
variational inference
(1)
domain adaptation
(1)
independent component analysis
(1)
feature transformation
(1)
worst-case analysis
(1)
gaussian process
(1)
discriminant analysis
(1)
variance dependencies
(1)
spatiotemporal
(1)
identifiability
(1)
scale-mixture model
(1)
structural vector autoregressive
(1)
spatiotemporal variance
(1)
support vector machine
(1)
mixture model
(1)
structural equation model
(1)
bayes optimal classifier
(1)
Papers
Domain Generalization via Multidomain Discriminant Analysis
UAI 2019
Causal Inference and Mechanism Clustering of A Mixture of Additive Noise Models
NIPS 2018
Causal discovery with scale-mixture model for spatiotemporal variance dependencies
NIPS 2012
Minimal Nonlinear Distortion Principle for Nonlinear Independent Component Analysis
JMLR 2008
The Minimum Error Minimax Probability Machine
JMLR 2004