Nonparametric Learning Professors in Global

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Gery Geenens
University of New South Wales Australia
nonparametric regression
nonparametric functional regression
nonparametric binary regression
nonparametric copula modelling
semiparametric models
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Howell Tong
London School of Economics and Political Science United Kingdom
non-parametric methods
parametric methods
nonlinear time series
semi-parametric approaches
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Yuhong Guo
Carleton University Canada
unsupervised learning
representation learning
semi-supervised learning
self-supervised learning
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Yuhong Guo
Carleton University Canada
unsupervised learning
representation learning
semi-supervised learning
self-supervised learning
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Raymond Wong
Texas A&M University United States of America
nonparametric modeling
semi-parametric modeling
statistical learning
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Mina Aminghafari
University of Calgary Canada
non-parametric statistics
unsupervised learning
statistical learning
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Cees Diks
University of Amsterdam Netherlands
non-parametric statistics
nonlinear time series analysis
statistical learning
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Rodolphe Sepulchre
University of Cambridge United Kingdom
nonlinear statistical processing
nonlinear systems
nonlinear signals
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Hsiao-dong Chiang
Cornell University Netherlands
nonlinear optimization
nonlinear computation methods
nonlinear system theory
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Tom Hill
University of Bristol United Kingdom
nonlinear modelling
nonlinear modal interactions
nonlinear systems identification
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Yuri Boykov
University of Waterloo Canada
unsupervised learning
semi-supervised learning
self-supervised learning
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Arash Amini
University of California Los Angeles United States of America
unsupervised learning
representation learning
semi-supervised learning
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Yaoliang Yu
University of Waterloo Canada
representation learning
distributed learning
non-convex optimization
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Andrey Feuerverger
University of Toronto Canada
nonparametrics
nonparametric testing
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Bodhisattva Sen
Columbia University United States of America
nonparametrics
nonparametric function estimation
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Natalia Stepanova
Carleton University Canada
nonparametric estimation
nonparametric hypothesis testing
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Eduard Belitser
Vrije Universiteit Amsterdam Netherlands
non-parametric estimation
nonparametric bayesian inference
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Han Liu
Northwestern University United States of America
nonparametric structure learning
representation learning
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Paulo Serra
Vrije Universiteit Amsterdam Netherlands
non-parametric regression
bayesian non-parametrics
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Jan Johannes
Heidelberg University Germany
nonparametric bayesian inference
nonparametric and semiparametric inference
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Camila De Souza
Western University Canada
nonparametric regression
semi-parametric models
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