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Professors in Bayesian Methods and Mixture Models

9.4k

Michael I. JordanActive

Institut national de recherche en sciences et technologies du numérique — France · Computer Science

h 162178.0kcited1.2kworks

Bayesian Methods and Mixture Models, Statistical Methods and Inference, Stochastic Gradient Optimization Techniques, Machine Learning and Algorithms, Sparse and Compressive Sensing Techniques

Bradley EfronActive

Unknown · Mathematics

h 101137.1kcited380works

Statistical Methods and Inference, Advanced Statistical Methods and Models, Statistical Methods and Bayesian Inference, Bayesian Methods and Mixture Models, Statistical Methods in Clinical Trials

John P. HuelsenbeckActive

University of California, Berkeley — United States · Biochemistry, Genetics and Molecular Biology

h 75113.5kcited140works

Genomics and Phylogenetic Studies, Genetic diversity and population structure, Evolution and Paleontology Studies, Evolution and Genetic Dynamics, Bayesian Methods and Mixture Models

Susan HolmesActive

Palo Alto University — United States · Biochemistry, Genetics and Molecular Biology

h 80112.4kcited388works

Gut microbiota and health, HIV Research and Treatment, Bayesian Methods and Mixture Models, Immune Cell Function and Interaction, HIV/AIDS drug development and treatment

Adrian E. RafteryActive

University of Washington — United States · Computer Science

h 10085.2kcited466works

Bayesian Methods and Mixture Models, Statistical Methods and Bayesian Inference, Insurance, Mortality, Demography, Risk Management, Statistical Methods and Inference, Advanced Clustering Algorithms Research

Max WellingActive

University of California, Santa Barbara — United States · Computer Science

h 8783.0kcited522works

Gaussian Processes and Bayesian Inference, Neural Networks and Applications, Generative Adversarial Networks and Image Synthesis, Bayesian Methods and Mixture Models, Domain Adaptation and Few-Shot Learning

David M. BleiActive

Flatiron Health (United States) — United States · Computer Science

h 8376.3kcited401works

Bayesian Methods and Mixture Models, Gaussian Processes and Bayesian Inference, Statistical Methods and Inference, Topic Modeling, Computational and Text Analysis Methods

Sayan MukherjeeActive

Duke University — United States · Biochemistry, Genetics and Molecular Biology

h 5872.0kcited276works

Gene expression and cancer classification, Bioinformatics and Genomic Networks, Topological and Geometric Data Analysis, Gut microbiota and health, Bayesian Methods and Mixture Models

Jun S. LiuActive

Harbin Institute of Technology — China · Mathematics

h 9968.4kcited818works

Statistical Methods and Inference, Gene expression and cancer classification, Bayesian Methods and Mixture Models, Genomics and Chromatin Dynamics, Markov Chains and Monte Carlo Methods

Peter A. HallActive

St. Jude Children's Research Hospital — United States · Medicine

h 10666.8kcited926works

Cancer-related Molecular Pathways, Statistical Methods and Inference, Social Policy and Reform Studies, Bayesian Methods and Mixture Models, Financial Risk and Volatility Modeling

Ingram OlkinActive

Palo Alto University — United States · Mathematics

h 8157.4kcited560works

Advanced Statistical Methods and Models, Statistical Distribution Estimation and Applications, Meta-analysis and systematic reviews, Bayesian Methods and Mixture Models, Mathematical Inequalities and Applications

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

M. G. KendallActive

Unknown · Mathematics

h 6654.1kcited289works

Statistics Education and Methodologies, Census and Population Estimation, Advanced Statistical Methods and Models, Probability and Statistical Research, Bayesian Methods and Mixture Models

Jianqing FanActive

Dalian Ocean University — China · Mathematics

h 10053.5kcited686works

Statistical Methods and Inference, Advanced Statistical Methods and Models, Financial Risk and Volatility Modeling, Statistical Methods and Bayesian Inference, Bayesian Methods and Mixture Models

Raymond J. CarrollActive

Texas College — United States · Mathematics

h 11252.0kcited842works

Statistical Methods and Inference, Advanced Statistical Methods and Models, Statistical Methods and Bayesian Inference, Nutritional Studies and Diet, Bayesian Methods and Mixture Models

Peter J. BickelActive

Siemens (Germany) — Germany · Mathematics

h 8848.1kcited405works

Statistical Methods and Inference, Advanced Statistical Methods and Models, Bayesian Methods and Mixture Models, Statistical Methods and Bayesian Inference, Advanced Statistical Process Monitoring

Iain M. JohnstoneActive

Stanford University — United States · Mathematics

h 5743.8kcited193works

Statistical Methods and Inference, Random Matrices and Applications, Image and Signal Denoising Methods, Bayesian Methods and Mixture Models, Statistical Methods and Bayesian Inference

Geoffrey J. McLachlanActive

Unknown · Computer Science

h 6643.5kcited486works

Bayesian Methods and Mixture Models, Statistical Methods and Bayesian Inference, Statistical Methods and Inference, Advanced Statistical Methods and Models, Gene expression and cancer classification

George CasellaActive

The University of Sydney — Australia · Mathematics

h 7842.3kcited552works

Statistical Methods and Inference, Statistical Methods and Bayesian Inference, Bayesian Methods and Mixture Models, Advanced Statistical Methods and Models, Genetic Mapping and Diversity in Plants and Animals

Chris BishopActive

Sandia National Laboratories — United States · Computer Science

h 4741.8kcited485works

Neural Networks and Applications, Healthcare Systems and Technology, Gaussian Processes and Bayesian Inference, Medieval Literature and History, Bayesian Methods and Mixture Models

Daniela WittenActive

Unknown · Mathematics

h 5241.3kcited233works

Statistical Methods and Inference, Gene expression and cancer classification, Advanced Statistical Methods and Models, Bayesian Methods and Mixture Models, Neural Networks and Applications

Christian P. RobertActive

Unknown · Computer Science

h 8040.0kcited1.2kworks

Bayesian Methods and Mixture Models, Markov Chains and Monte Carlo Methods, Statistical Methods and Bayesian Inference, Statistical Methods and Inference, Genetic and phenotypic traits in livestock

Charles J. StoneActive

Unknown · Mathematics

h 4339.4kcited127works

Statistical Methods and Inference, Advanced Statistical Methods and Models, Stochastic processes and financial applications, Bayesian Methods and Mixture Models, Probabilistic and Robust Engineering Design

Wing Hung WongActive

University of California, Los Angeles — United States · Biochemistry, Genetics and Molecular Biology

h 9338.9kcited409works

Gene expression and cancer classification, Genomics and Chromatin Dynamics, Statistical Methods and Inference, Bayesian Methods and Mixture Models, Single-cell and spatial transcriptomics

Randal DoucActive

Google (United States) — United States · Computer Science

h 6638.8kcited532works

Target Tracking and Data Fusion in Sensor Networks, Bayesian Methods and Mixture Models, Markov Chains and Monte Carlo Methods, Gaussian Processes and Bayesian Inference, Statistical Methods and Inference

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