Professors

Rice University · Computer Science

machine learning theory · game theory · market and mechanism design · optimization · privacy

University of New Brunswick · Faculty of Computer Science

computational geometry · mathematical optimization · programming languages

• computational geometry
• optimization
• programming languages

University of Texas at Dallas · Computer Science

combinatorial optimization · algorithms · theory of computing

• optimization
• social networks
• wireless networks
• approximation algorithms

Concordia University · Computer Science and Software Engineering

machine learning

• ml & learning theory
• neural networks
• neural scaling laws
• adversarial robustness
• algorithmic bias
• optimization

University of Guelph · School of Computer Science

field-programmable gate arrays · hardware software co-design · optimization · parallel computing · vlsi cad · machine learning

• field-programmable gate arrays
• hardware software co-design
• optimization
• parallel computing

Stevens Institute of Technology · Computer Science

machine learning theory and applications · label-efficient and active learning · noise-tolerant learning · large-scale optimization · high-dimensional statistics

• machine learning theory
• active learning
• robust learning
• optimization
• high-dimensional statistics

Simon Fraser University · Computing Science

machine learning

• machine learning
• generative models
• optimization

University of Texas at Dallas · Computer Science

machine learning · probabilistic graphical models · approximate inference · combinatorial optimization

• graphical models
• approximate inference
• message passing
• belief propagation
• optimization

University of Texas at Dallas · Computer Science

computational geometry · algorithms · medical imaging

• geometric algorithms
• optimization
• biomedical computing

University of California, Davis · Computer Science

computational biology · geometric computing · scientific computing

• structural bioinformatics
• geometry
• optimization

University of Windsor · School of Computer Science

social computing · social and complex network analysis · big data analytics · data mining · applied artificial intelligence · computational intelligence · optimization algorithms

• social network analysis
• big data analytics
• data mining
• applied ai
• optimization

Ohio State University · Computer Science and Engineering

differential privacy · stochastic optimization · machine learning theory · cryptography

• differential privacy
• learning theory
• optimization

New Jersey Institute of Technology · Computer Science

data management · human-in-the-loop analytics · crowdsourcing

• crowdsourcing
• data analytics
• data exploration
• optimization
• human computation

Simon Fraser University · Computing Science

machine learning

• machine learning
• optimization
• reinforcement-learning theory

New Jersey Institute of Technology · Computer Science

neurosymbolic ai · machine learning · optimization

• neurosymbolic ai
• explainable systems
• neural combinatorial optimization
• deep reinforcement learning

University of Texas at Dallas · Computer Science

combinatorial optimization · algorithms · social networks

• optimization
• social networks
• data science
• wireless networks

University of Guelph · School of Computer Science

optimization

• optimization

University of Ottawa · Electrical Engineering and Computer Science

machine learning

• ai for science and engineering
• machine learning
• optimization
• reinforcement learning

Ohio State University · Computer Science and Engineering

machine learning · optimization · signal processing · compressive sensing

• machine learning
• optimization
• signal processing