Machine learning
Brendan Frey
Professor, Department of Computer Science and Electrical and Computer Engineering
- Campus
- Faculty
- Department
- Centres
Areas of Expertise
- Autoimmune diseases
- Bayesian networks
- Breast cancer
- Colorectal cancer
- Computational biology
- Computational medicine
- deep learning
- Exome
- Genetics of autism spectrum disorder
- Genetics of cancer
- Genome
- Genomics
- Machine learning
- Neural networks
- Pancreatic cancer
- Parkinson's
- spinal muscular atrophy
- Whole genome sequence
Office: N/A
Website
Email: frey@psi.toronto.edu
Media availablity: TV, Radio, Print/Online
David Fleet
Professor
- Campus
- Department
Areas of Expertise
Office: 416-287-7201
Website
Email: david.fleet@utoronto.ca
Preferred method of contact: Email
Media availablity: TV, Radio, Print/Online
Dionne Aleman
Professor
- Campus
- Faculty
- Department
Areas of Expertise
- Data mining to improve bone marrow transplant outcomes
- Global optimization
- Healthcare applications
- Heuristic design
- Hospital planning
- How to predict who will need ventilators
- Machine learning
- Mathematical models for cancer treatment planning (radiation therapy and focal ablation)
- Mathematical models for operating room scheduling
- Mathematical models for pandemic prediction and planning
- Medical applications of operations research
- Medical decision-making
- Optimization
- Pandemic models and contact tracing
- Parallel computing
- Radiotherapy treatment optimization
- Simulation
- Spread of pandemics in urban areas
Office: 416-978-6780
Website
Email: aleman@mie.utoronto.ca
Media availablity: TV, Radio, Print/Online
Joshua Speagle
Assistant Professor
- Campus
- Faculty
- Department
Areas of Expertise
- Astrostatistics
- Data science
- Dust and the Interstellar Medium
- Galactic Structure and Dynamics
- Galaxy Formation and Evolution
- Machine learning
- Stars and Stellar Populations
- Statistical inference
Office: N/A
Languages: English
Website
Email: j.speagle@utoronto.ca
Michael Guerzhoy
Assistant Professor, Teaching Stream
- Campus
- Faculty
- Department
Areas of Expertise
- Data science for healthcare
- Machine learning
- Pedagogy of data science and machine learning
- Pedagogy of introductory programming
Office: +1-416-978-7024
Website
Email: michael.guerzhoy@utoronto.ca
Nicolas Papernot
Assistant Professor
- Campus
- Faculty
- Department
Areas of Expertise
Office: 416-978-7600
Languages: English,French
Website
Email: nicolas.papernot@utoronto.ca
Media availablity: TV, Radio, Print/Online
Raquel Urtasun
Professor
- Campus
- Faculty
- Department
Areas of Expertise
- Artificial Intelligence / machine learning
- Computer Vision
- Machine learning
- Remote sensing and robotics
- Self-driving cars
Office: N/A
Email: urtasun@cs.toronto.edu
Media availablity: TV, Radio, Print/Online
Rich Zemel
Professor
- Campus
- Faculty
- Department
Areas of Expertise
Office: 416-978-7497
Website
Email: zemel@cs.toronto.edu
Media availablity: TV, Radio, Print/Online
Samin Aref
Assistant Professor, Teaching Stream
- Campus
- Faculty
- Department
Areas of Expertise
- Artificial intelligence
- Big data
- Brain drain
- Computer science
- Data analytics
- Data science
- Engineering economics
- Engineering education
- Higher education
- Information revolution
- Machine learning
- Migration of researchers
- Neural networks
- Offline social networks
- Science of science
- STEM education
Office: 416-946-7233
Languages: Persian (Farsi)
Website
Email: s.arefkashfi@utoronto.ca
Preferred method of contact: Email
Media availablity: TV, Radio, Print/Online
Shreyas Sekar
Assistant Professor
- Campus
- Department
Areas of Expertise
- Algorithms
- combinatorial optimization
- Data-Driven Analytics
- Decision Making under Uncertainty
- Digital Marketplaces and Market & Mechanism Design
- E-Commerce
- Game theory
- Information Architecture Design
- Information Economics
- Machine learning
- Online Learning
- Online Marketplaces
- Online reviews
- Revenue Management and Pricing
- Subscription programs
Office: N/A
Website
Email: shreyas.sekar@utoronto.ca