Statistical Learning Theory Professors in Global

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Yuhong Guo Professor Profile

Yuhong Guo

Carleton University Canada
self-supervised learning
representation learning
reinforcement learning
semi-supervised learning
machine learning
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Professor
Yuxin Chen Professor Profile

Yuxin Chen

University of Pennsylvania United States of America
statistical machine learning
machine learning theory
reinforcement learning
information theory
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Professor
Nihar Shah Professor Profile

Nihar Shah

Carnegie Mellon University United States of America
statistical learning
information theory
game theory
machine learning
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Professor

Ismaila Ba

University of Toronto Canada
statistical inference
statistical computing
theoretical statistics
spatial statistics
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Professor
Yichen Zhang Professor Profile

Yichen Zhang

Purdue University United States of America
statistical models
statistical inference
multi-task learning
reinforcement learning
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Professor

Nazim Khan

University of Western Australia Australia
statistical computing
stochastic modelling
statistical model selection
statistical clustering
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Professor

Amir Dembo

Stanford University United States of America
statistical inference
statistical mechanics
probability theory
information theory
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Professor
Gennady Samorodnitsky Professor Profile

Gennady Samorodnitsky

Cornell University United States of America
statistical analysis
stochastic modeling
probability theory
machine learning
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Professor

Daniel Lawson

University of Bristol United Kingdom
statistical analysis
statistical genetics
statistical methods
game theory
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Professor

Dabao Zhang

Purdue University United States of America
statistical inference
statistical genetics
decision theory
machine learning
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Professor
Galen Reeves Professor Profile

Galen Reeves

Duke University Singapore
statistical inference
statistical signal processing
information theory
machine learning
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Professor

Semih Cayci

RWTH Aachen University Germany
deep learning theory
optimization theory
reinforcement learning
machine learning
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Professor
Chris Holmes Professor Profile

Chris Holmes

University of Oxford United Kingdom
statistical genetics
statistical genomics
stochastic simulation
spatial statistics
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Professor

Serdar Yuksel

Queen's University Canada
stochastic control theory
probability theory
reinforcement learning
information theory
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Professor
Sigurd Assing Professor Profile

Sigurd Assing

University of Warwick United Kingdom
stochastic analysis
statistical mechanics
probability theory
machine learning
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Professor

Yun Cheung

Australian National University Australia
stochastic analysis
social choice theory
game theory
machine learning
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Professor

Jiaming Xu

Duke University Singapore
stochastic systems
information theory
game theory
machine learning
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Professor
Ralf Peeters Professor Profile

Ralf Peeters

Maastricht University Netherlands
statistical parameter estimation
decision theory
machine learning
systems control theory
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Professor

Mehrdad Mahdavi

Pennsylvania State University United States of America
statistical learning theory
computational learning theory
computational statistical machine learning
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Professor

Pratheepa Jeganathan

McMaster University Canada
statistical learning
statistical theory
spatial statistics
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Professor

Richard Border

Carnegie Mellon University United States of America
statistical learning
statistical inference
statistical genetics
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