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Professors in Bayesian Modeling and Causal Inference

7.4k

Amos TverskyActive

Unknown · Decision Sciences

h 129323.9kcited289works

Decision-Making and Behavioral Economics, Economic and Environmental Valuation, Bayesian Modeling and Causal Inference, Forecasting Techniques and Applications, Philosophy and History of Science

Bernhard SchölkopfActive

Unknown · Computer Science

h 141145.4kcited1.5kworks

Neural Networks and Applications
, Bayesian Modeling and Causal Inference
, Face and Expression Recognition
, Machine Learning and Algorithms
, Gaussian Processes and Bayesian Inference

Andrew GelmanActive

Unknown · Mathematics

h 102124.0kcited1.1kworks

Statistical Methods and Bayesian Inference, Electoral Systems and Political Participation, Statistical Methods and Inference, Statistics Education and Methodologies, Bayesian Modeling and Causal Inference

Nir FriedmanActive

Tel Aviv University — Israel · Computer Science

h 9586.2kcited413works

Bayesian Modeling and Causal Inference, Lung Cancer Research Studies, Cancer Genomics and Diagnostics, RNA modifications and cancer, Lung Cancer Treatments and Mutations

Ronald R. YagerActive

Iona College — United States · Decision Sciences

h 12281.4kcited1.1kworks

Multi-Criteria Decision Making, Fuzzy Logic and Control Systems, Rough Sets and Fuzzy Logic, Fuzzy Systems and Optimization, Bayesian Modeling and Causal Inference

Judea PearlActive

University of California, Los Angeles — United States · Computer Science

h 9278.3kcited482works

Bayesian Modeling and Causal Inference, Advanced Causal Inference Techniques, Logic, Reasoning, and Knowledge, Statistical Methods and Inference, AI-based Problem Solving and Planning

Joshua B. TenenbaumActive

Institute of Cognitive and Brain Sciences — United States · Psychology

h 11473.6kcited921works

Child and Animal Learning Development, Bayesian Modeling and Causal Inference, Multimodal Machine Learning Applications, Topic Modeling, Reinforcement Learning in Robotics

J. R. QuinlanActive

Unknown · Computer Science

h 4072.5kcited72works

Data Mining Algorithms and Applications, Rough Sets and Fuzzy Logic, Machine Learning and Data Classification, AI-based Problem Solving and Planning, Bayesian Modeling and Causal Inference

Zeshui XuActive

Chinese Academy of Sciences — China · Decision Sciences

h 13171.5kcited1.3kworks

Multi-Criteria Decision Making, Rough Sets and Fuzzy Logic, Fuzzy Systems and Optimization, Optimization and Mathematical Programming, Bayesian Modeling and Causal Inference

Enrique Herrera‐ViedmaActive

Universidad de Granada — Spain · Decision Sciences

h 11960.3kcited1.2kworks

Multi-Criteria Decision Making, Rough Sets and Fuzzy Logic, Cognitive Science and Mapping, Data Management and Algorithms, Bayesian Modeling and Causal Inference

Zoubin GhahramaniActive

University of Cambridge — United Kingdom · Computer Science

h 9957.0kcited395works

Gaussian Processes and Bayesian Inference, Bayesian Methods and Mixture Models, Bayesian Modeling and Causal Inference, Machine Learning and Algorithms, Machine Learning and Data Classification

Daphne KollerActive

Unknown · Computer Science

h 11856.8kcited343works

Bayesian Modeling and Causal Inference, AI-based Problem Solving and Planning, Machine Learning and Algorithms, Bioinformatics and Genomic Networks, Logic, Reasoning, and Knowledge

Andrew McCallumActive

Oxford University Hospitals NHS Trust — United Kingdom · Computer Science

h 8251.3kcited397works

Topic Modeling, Natural Language Processing Techniques, Machine Learning and Algorithms, Biomedical Text Mining and Ontologies, Bayesian Modeling and Causal Inference

David HeckermanActive

Amazon (United States) — United States · Computer Science

h 9649.8kcited420works

Bayesian Modeling and Causal Inference, HIV Research and Treatment, vaccines and immunoinformatics approaches, AI-based Problem Solving and Planning, Immune Cell Function and Interaction

Thomas L. GriffithsActive

Princeton University — United States · Psychology

h 9849.6kcited772works

Child and Animal Learning Development, Bayesian Modeling and Causal Inference, Language and cultural evolution, Topic Modeling, Decision-Making and Behavioral Economics

David J. SpiegelhalterActive

University of Cambridge — United Kingdom · Mathematics

h 7248.9kcited190works

Statistical Methods in Clinical Trials, Statistical Methods and Bayesian Inference, Bayesian Modeling and Causal Inference, Statistical Methods and Inference, Health Systems, Economic Evaluations, Quality of Life

Stuart RussellActive

Berkeley College — United States · Computer Science

h 6548.7kcited337works

Bayesian Modeling and Causal Inference, AI-based Problem Solving and Planning, Reinforcement Learning in Robotics, Logic, Reasoning, and Knowledge, Machine Learning and Algorithms

Carlos GuestrinActive

Chan Zuckerberg Initiative (United States) — United States · Computer Science

h 7347.9kcited244works

Bayesian Modeling and Causal Inference, Energy Efficient Wireless Sensor Networks, Machine Learning and Algorithms, Machine Learning and Data Classification, Data Management and Algorithms

John LaffertyActive

Northwestern University — United States · Mathematics

h 7547.7kcited293works

Statistical Methods and Inference, Natural Language Processing Techniques, Topic Modeling, Bayesian Modeling and Causal Inference, Neural Networks and Applications

Didier DuboisActive

Université Toulouse III - Paul Sabatier — France · Decision Sciences

h 10845.0kcited1.1kworks

Multi-Criteria Decision Making, Logic, Reasoning, and Knowledge, Bayesian Modeling and Causal Inference, Rough Sets and Fuzzy Logic, Advanced Algebra and Logic

Tommi JaakkolaActive

Unknown · Computer Science

h 9243.6kcited450works

Computational Drug Discovery Methods, Machine Learning in Materials Science, Topic Modeling, Machine Learning and Algorithms, Bayesian Modeling and Causal Inference

Brendan J. FreyActive

Friedrich-Alexander-Universität Erlangen-Nürnberg — Germany · Biochemistry, Genetics and Molecular Biology

h 6842.7kcited260works

RNA Research and Splicing, RNA and protein synthesis mechanisms, Bayesian Modeling and Causal Inference, RNA modifications and cancer, Face and Expression Recognition

Alan AgrestiActive

University of Florida — United States · Mathematics

h 6941.4kcited265works

Advanced Statistical Methods and Models, Statistical Methods and Bayesian Inference, Statistical Methods in Clinical Trials, Advanced Causal Inference Techniques, Bayesian Modeling and Causal Inference

Keith J. HolyoakActive

University of California, Los Angeles — United States · Psychology

h 8641.3kcited385works

Child and Animal Learning Development, Cognitive Science and Mapping, Cognitive and developmental aspects of mathematical skills, Language, Metaphor, and Cognition, Bayesian Modeling and Causal Inference

P. N. Johnson‐LairdActive

Visiting Nurse Service of New York — United States · Decision Sciences

h 8040.9kcited407works

Decision-Making and Behavioral Economics, Cognitive Science and Mapping, Logic, Reasoning, and Knowledge, Philosophy and History of Science, Bayesian Modeling and Causal Inference

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