People

Principal Investigator

Sarath Chandar

PhD Students

Gabriele Prato

Co-supervisor: Alain Tapp
Research Areas: Out-of-Distribution Generalization
Simon Guiroy

Co-supervisor: Chris Pal
Research Areas: Meta-Learning, Transfer Learning
Louis Clouatre

Co-supervisor: Amal Zouaq
Research Areas: NLP and sequential information
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
Andreas Madsen

Co-supervisor: Siva Reddy
Research Areas: Interpretability in NLP

Masters Students

Mohamed Ashraf Abdelsalam

Research Areas: Incremental learning
Charan Reddy

Research Areas: Modular Continual Learning, Multi Domain Meta Learning, Fairness in Deep Learning, Optimization
Darshan Patil

Research Areas: Lifelong learning, Compositionality, Learning from Instruction
Mojtaba Faramarzi

Research Areas: Continual learning focused on replay and regularization methods, Data-dependent regularization for deep learning

Interns/RAs

Hadi Nekoei

Research Areas: Model-based RL, Multi-agent RL, Lifelong Learning
Rodrigo Chavez Zavaleta

Research Areas: Dynamical systems, Recurrent Neural Networks, Natural Language Processing
Paul-Aymeric McRae

Research Areas: Optimization, RNNs
Sam Finestone

Research Areas: Dialogue generation, Structured representation for language generation

Alumni

Interns:

Evan Racah (Jan 2020 - Jun 2020)