Patrik O. Hoyer
7 papers · 2004–2013 · 2 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (11) 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird
🌱
Topic Pioneer
🌟
Keyword Trendsetter Combo
(5)
🧬
Topic Evolution
🏆
Keyword Champion
🧭
Keyword Pioneer
📈
Trend Setter
Venues
Top co-authors
Research topics
Keywords
causal discovery
(5)
causal inference
(3)
structural equation model
(3)
independent component analysis
(2)
linear model
(2)
causal structure
(1)
nonlinear causal
(1)
additive noise
(1)
bayesian network
(1)
graphical model
(1)
latent variable
(1)
linear causal model
(1)
controlled experiment
(1)
directed acyclic graph
(1)
linear representation
(1)
non-negative matrix factorization
(1)
cyclic model
(1)
parts-based representation
(1)
sparseness constraint
(1)
non-gaussian distribution
(1)
Papers
Experiment Selection for Causal Discovery
JMLR 2013
Learning Linear Cyclic Causal Models with Latent Variables
JMLR 2012
DirectLiNGAM: A Direct Method for Learning a Linear Non-Gaussian Structural Equation Model
JMLR 2011
Estimation of a Structural Vector Autoregression Model Using Non-Gaussianity
JMLR 2010
Nonlinear causal discovery with additive noise models
NeurIPS 2008
A Linear Non-Gaussian Acyclic Model for Causal Discovery
JMLR 2006
Non-negative Matrix Factorization with Sparseness Constraints
JMLR 2004