Causal Machine Learning Professors in Global

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Molei Tao Professor Profile

Molei Tao

Georgia Institute of Technology United States of America
machine learning
probabilistic machine learning
dynamical systems machine learning
deep learning theory
generative modeling
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Professor
Kun Zhang Professor Profile

Kun Zhang

Carnegie Mellon University United States of America
causality-based learning
causal discovery
machine learning
deep learning
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Professor

Thomas Icard

Stanford University United States of America
causal inference
machine learning
probabilistic reasoning
automated reasoning
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Professor

Elliot Creager

University of Waterloo Canada
causal inference
machine learning
sequential decision making
representation learning
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Professor
Yingzhen Li Professor Profile

Yingzhen Li

Imperial College London United Kingdom
machine learning
probabilistic machine learning
explainable machine learning
generative modeling
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Professor

Mehrdad Mahdavi

Pennsylvania State University United States of America
computational statistical machine learning
large-scale machine learning
computational learning theory
deep learning
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Professor
Yee Teh Professor Profile

Yee Teh

University of Oxford United Kingdom
machine learning
large scale machine learning
deep learning
probabilistic learning
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Professor

Ferenc Huszár

University of Cambridge United Kingdom
machine learning
bayesian machine learning
deep learning
representation learning
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Professor
Anish Agarwal Professor Profile

Anish Agarwal

Columbia University United States of America
causal machine learning
causal inference
machine learning
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Professor
Bryon Aragam Professor Profile

Bryon Aragam

University of Chicago Booth School of Business United States of America
causal machine learning
causality
statistical machine learning
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Professor
Yonghan Jung Professor Profile

Yonghan Jung

University of Illinois United States of America
causal inference
causal data science
machine learning
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Professor
Biwei Huang Professor Profile

Biwei Huang

University of California, San Diego United States of America
causal inference
automated causal discovery
machine learning
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Professor
Daniel Malinsky Professor Profile

Daniel Malinsky

Columbia University United States of America
causal inference
causal discovery
machine learning
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Professor
Zhonghua Liu Professor Profile

Zhonghua Liu

Columbia University United States of America
causal inference
causal mediation analysis
machine learning
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Professor

Dae Ham

University of Michigan United States of America
causal inference
design-based causal inference
adaptive sequential inference
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Professor
Jessica Lee Professor Profile

Jessica Lee

University of Sydney Australia
causal learning
causal illusions
inductive reasoning
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Professor

David Sontag

Massachusetts Institute of Technology United States of America
causal inference
clinical machine learning
predictive modeling
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Professor
Xiao Liu Professor Profile

Xiao Liu

University of Texas at Austin United States of America
causal inference
causal mediation analysis
machine learning methods
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Professor

Jonas Peters

ETH Zurich Switzerland
causal inference
machine learning
statistical learning
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Professor
Joseph Ramsey Professor Profile

Joseph Ramsey

Carnegie Mellon University United States of America
causal inference
machine learning
computational analysis
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Professor

Samrachana Adhikari

New York University United States of America
causal inference
machine learning
predictive modeling
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