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Patrik O. Hoyer

7 papers · 2004–2013 · 2 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (9) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (12) 🐝 Cross-Pollinator (12) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (2) 🌟 Keyword Trendsetter Combo (3) 🧬 Topic Evolution πŸ† Keyword Champion 🌱 Topic Pioneer πŸ“ˆ Trend Setter

Conferences

JMLR (6) NIPS (1)

Top co-authors

Shohei Shimizu (3) Frederick Eberhardt (2) Aapo HyvΓ€rinen (2) Antti Hyttinen (2) Kun Zhang (1) Bernhard SchΓΆlkopf (1) Yasuhiro Sogawa (1) Kenneth Bollen (1) Jonas Peters (1) Joris M. Mooij (1)

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 NIPS 2008
A Linear Non-Gaussian Acyclic Model for Causal Discovery JMLR 2006
Non-negative Matrix Factorization with Sparseness Constraints JMLR 2004