Professors

McMaster University · Computing and Software

machine learning · networks · systems

• mmwave & non-contact sensing
• mobile/wireless systems
• ml for sensing (health/fitness monitoring)

University of New Brunswick · Faculty of Computer Science

machine learning · federated and transfer learning · big data analytics · cybersecurity of cyber-physical systems · artificial intelligence · decision making under uncertainty · quantum machine learning

• machine learning
• federated learning
• big data
• cyber-physical systems security

University of Guelph · School of Computer Science

big data · cybersecurity · data governance · ethical and responsible technologies · machine learning

• big data
• cybersecurity
• data governance
• ethical and responsible technologies
• machine learning

Concordia University · Computer Science and Software Engineering

machine learning · natural language processing

• nlp
• computational linguistics
• linguistic features for social-media analysis

University of Windsor · School of Computer Science

privacy-preserving data mining · machine learning · e-health security and privacy · health informatics · cryptography · secure multi-party computation

• privacy-preserving data mining
• health informatics
• cryptography
• secure multi-party computation

University of Ottawa · Electrical Engineering and Computer Science

machine learning · internet of things · security

• networks security
• metaverse security
• blockchain applications
• ai-based security and trustworthy networks solutions
• machine and deep learning solutions
• federated learning

Dalhousie University · Computer Science

machine learning

• deep learning
• generative models
• applied ml (vector institute)

McMaster University · Computing and Software

machine learning · distributed systems

• distributed optimization / federated machine learning for transportation
• supply chains
• construction

University of Windsor · School of Computer Science

machine learning · deep learning · data analytics · databases

• machine learning
• deep learning
• data analytics
• databases

McMaster University · Computing and Software

machine learning · security

• trustworthy ml (differential privacy
• fairness
• interpretability)
• generalization
• theoretical ml

University of Windsor · School of Computer Science

deep learning · machine learning · reinforcement learning · computer vision · natural language processing · ai-based decision support systems

• deep learning
• machine learning
• computer vision
• nlp
• computational epidemiology
• social network analysis

Simon Fraser University · Computing Science

machine learning

• machine learning
• optimization
• reinforcement-learning theory

University of Ottawa · Electrical Engineering and Computer Science

machine learning · data science · natural language processing · software engineering

• software engineering
• text analysis and machine learning
• big data management and analytics

New Jersey Institute of Technology · Computer Science

neurosymbolic ai · machine learning · optimization

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

Simon Fraser University · Computing Science

machine learning · robotics

• learning-based & safe robot control

McMaster University · Computing and Software

machine learning

• theoretical ml
• interactive learning algorithms
• fairness in ml

University of Texas at Dallas · Computer Science

artificial intelligence · machine learning · statistical relational learning · reinforcement learning · graphical models

• statistical relational ai
• machine learning
• reinforcement learning
• graphical models
• healthcare ai

University of Texas at Dallas · Computer Science

machine learning · statistical relational learning · artificial intelligence

• probabilistic graphical models
• relational learning
• ai

Carleton University · School of Computer Science

multi-agent systems · reinforcement learning · game theory · deep learning · machine learning · ai safety · generative ai

• multi-agent reinforcement learning
• non-stationarity
• sample efficiency
• ai safety
• theoretical reinforcement learning

Rensselaer Polytechnic Institute · Computer Science

distributed computing systems · machine learning · data privacy

• federated learning
• formal verification
• quantum machine learning
• edge computing