People
Principal Investigator
Postdocs
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Janarthanan Rajendran
Co-supervisor: Doina Precup
Research Areas: Reinforcement Learning, Lifelong Learning, Meta-Learning, Dialog Systems -
Gonçalo Mordido
Co-supervisor: François Leduc-Primeau
Research Areas: Algorithm-hardware co-design, Energy-efficient neural networks
PhD Students
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Gabriele Prato
Co-supervisor: Alain Tapp
Research Areas: Out-of-Distribution Generalization -
Louis Clouatre
Co-supervisor: Amal Zouaq
Research Areas: NLP, sequential information -
Simon Guiroy
Co-supervisor: Chris Pal
Research Areas: Meta-Learning, Transfer Learning -
Andreas Madsen
Co-supervisor: Siva Reddy
Research Areas: Interpretability in NLP -
Doriane Olewicki
Co-supervisor: Bram Adams
Research Areas: Continual Learning for Software Engineering, Continuous Integration -
Abdelrahman Zayed
Research Areas: Applying constraints to neural networks, Recurrent neural networks
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Xutong Zhao
Research Areas: Reinforcement Learning, Lifelong Learning
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Darshan Patil
Research Areas: Lifelong learning, Compositionality, Learning from Instruction
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Naga Karthik
Co-supervisor: Julien Cohen-Adad
Research Areas: Continual Learning in Medical Imaging, Bayesian Uncertainty Estimation, Biomedical Image Processing -
Hadi Nekoei
Research Areas: Multi-agent RL, Model-based RL, Lifelong Learning, Generalization in RL
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Maziar Sargordi
Research Areas: Machine Learning, Lifelong Learning
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Pranshu Malviya
Research Areas: Lifelong Learning, Causal Inference, Optimization
Masters Students
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Charan Reddy
Research Areas: Modular Continual Learning, Multi Domain Meta Learning, Fairness in Deep Learning, Optimization
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Ali Rahimi-Kalahroudi
Research Areas: Deep Reinforcement Learning, Lifelong Learning
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Daphné Lafleur
Co-supervisor: Gilles Pesant
Research Areas: Algorithmic composition, Constraint programming, Machine learning -
Jarrid Rector-Brooks
Co-supervisor: Yoshua Bengio
Research Areas: ML for drug discovery, ML for social good, Reinforcement Learning, Optimization -
Kshitij Gupta
Co-supervisor: Irina Rish
Research Areas: Model-based RL, Planning, Lifelong Learning
Interns/RAs
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Jerry Huang
Research Areas: NLP, Deep Learning
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Sriyash Poddar
Research Areas: Multi-agent RL, Robotics
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Rahul Choudhary
Research Areas: Multi-agent RL, Robotics
Alumni and their next step
Masters Students
- Pranshu Malviya (Jan 2021 - Dec 2021) -- PhD student at Polytechnique Montreal
- Mohamed Abdelsalam (Jan 2020 - Jul 2021) -- ML Research Engineer at Samsung AI Center Toronto
- Akilesh Badrinaaraayanan (Jan 2020 - Jul 2021) -- PhD student at CMU
- Mojtaba Faramarzi (Jan 2020 - Dec 2020) -- PhD student at University of Montreal
Interns/RAs
- Hadi Nekoei (Jan 2020 - Dec 2021) -- PhD student at University of Montreal
- Shabnam Haghzare (May 2021 - Dec 2021) -- Back to University of Toronto
- Maziar Sargordi (May 2021 - Dec 2021) -- Back to Polytechnique Montreal
- Saujas Vaduguru (May 2021 - Aug 2021) -- Back to IIIT Hyderabad.
- Vignesh Rangarajan (Jun 2021 - Aug 2021) -- Back to Mission San Jose High School.
- Yi Wan (May 2021 - Aug 2021) -- Back to University of Alberta
- Paul-Aymeric McRae (Sep 2020 - Jul 2021) -- PhD student at Michigan State University
- Rodrigo Chavez Zavaleta (Jun 2020 - May 2021) -- Masters at McGill Univesity
- Sam Finestone (Jun 2020 - Dec 2020) -- Back to McGill University
- Evan Racah (Jan 2020 - Jun 2020) -- Waymo