Pascal Poupart's Homepage

I am a member of the Artificial Intelligence & Machine Learning group at the University of Waterloo. I am also a faculty member and hold a CIFAR AI chair at the Vector Institute. My research focuses on:

• Machine Learning and Probabilistic Models
  • Reinforcement Learning
  • Uncertainty Quantification
  • Federated Learning
  • Probabilistic Generative Models
  • Sum-Product Networks
  • Bayesian Learning
  • Adaptive Satisfiability
• Natural Language Processing
  • Conversational Agents
  • Knowledge Graphs
  • Robust Embeddings
  • Grammar Error Correction
• Material Design
  • Catalyst design for CO2 conversion
  • Material design for CO2 capture