Laiwan Chan
5 papers · 2004–2019 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (14) π Academic Marathon Β· Full π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Trendsetter Combo
(3)
π§
Keyword Pioneer
π
Trend Setter
π
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(4)
Artificial Intelligence
(3)
Bayesian & Probabilistic Β· Machine Learning
(3)
Core AI
(3)
Knowledge & Reasoning
(2)
Reasoning
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Application Areas
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Learning Types Β· Machine Learning
(1)
Learning Types Β· Deep Learning
(1)
Methods
(1)
Optimization & Theory
(1)
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)
identifiability
(1)
scale-mixture model
(1)
structural vector autoregressive
(1)
spatiotemporal variance
(1)
model identifiability
(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
NeurIPS 2018
Causal discovery with scale-mixture model for spatiotemporal variance dependencies
NeurIPS 2012
Minimal Nonlinear Distortion Principle for Nonlinear Independent Component Analysis
JMLR 2008
The Minimum Error Minimax Probability Machine
JMLR 2004