Robust Bayesian Optimization Professors in Global

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Professor

Kalyanmoy Deb

Michigan State University United States of America

computational optimization

hybrid optimization algorithms

multi-objective optimization

process optimization

evolutionary multi-objective optimization

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Professor

Vijaya Raghavendra Bollapragada

University of Texas at Austin United States of America

stochastic optimization

optimization algorithms

constrained optimization

nonlinear optimization

distributed optimization

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Professor

Albert Berahas

University of Michigan United States of America

stochastic optimization

machine learning optimization

constrained optimization

nonlinear optimization

distributed optimization

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Professor

Dick Den Hertog

University of Amsterdam Netherlands

robust optimization

linear optimization

optimization in machine learning

nonlinear optimization

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Professor

Yaoliang Yu

University of Waterloo Canada

robust stochastic optimization

optimization algorithms

non-convex optimization

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Professor

Debdeep Pati

University of Wisconsin–Madison United States of America

efficient bayesian computation

bayesian methods

bayesian graphical models

approximate bayesian methods

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Professor

Cynthia Vinzant

University of Washington United States of America

mathematical optimization

combinatorial optimization

linear optimization

discrete optimization

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Professor

Yanan Fan

University of New South Wales Australia

bayesian computation

approximate bayesian computation

bayesian inference

bayesian nonparametrics

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Professor

Bartolomeo Stellato

Princeton University United States of America

mathematical optimization

large scale optimization

real-time embedded optimization

differentiable optimization

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Professor

Nathaniel Bastian

Pennsylvania State University United States of America

computational stochastic optimization

robust learning

multiple objective optimization

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Professor

John Chinneck

Carleton University Canada

feasibility optimization

nonlinear optimization

mixed integer optimization

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Professor

Sebastian Denzler

Friedrich-Alexander-Universität Erlangen-Nürnberg Germany

robust bayesian optimization

distributionally robust optimization

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Professor

Hossein Hashemi Doulabi

Concordia University Canada

robust optimization

stochastic optimization

large-scale optimization

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Professor

Shixuan Zhang

Texas A&M University United States of America

robust optimization

stochastic optimization

polynomial optimization

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Professor

Yan Li

Texas A&M University United States of America

robust optimization

stochastic optimization

dynamic optimization

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Professor

Nathan Kallus

Cornell University Netherlands

robust optimization

stochastic optimization

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Professor

Chaoyue Zhao

University of Washington United States of America

robust optimization

stochastic optimization

data-driven optimization

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Professor

Jeya Jeyakumar

University of New South Wales Australia

robust optimization

mathematical optimization

nonlinear optimization

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Professor

Xu Zhou

Imperial College London United Kingdom

robust optimization

stochastic optimization

distributed optimization

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Professor

Merve Bodur

University of Edinburgh United Kingdom

robust optimization

combinatorial optimization

multiobjective optimization

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Professor

Reem Khir

Purdue University United States of America

robust stochastic optimization

constrained optimization

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