Jason Hartford

Jason Hartford

Dr

Accepting PhD Students

PhD projects

I am currently recruiting for a variety of projects. I am interested in exploring causal representation learning questions, and more broadly, how do we make causal inferences from unstructured data. I have project advertised for interaction testing from unstructured data, causal abstraction of dynamical systems, unpaired multimodal representation learning.

Personal profile

Education/Academic qualification

Doctor of Science, Architectures and learning algorithms for data-driven decision making, University of British Columbia

Award Date: 30 Apr 2021

External positions

Research Unit Lead, Valence Labs

1 Apr 2023 → …

Areas of expertise

  • QA75 Electronic computers. Computer science
  • Machine learning
  • Causal inference
  • Causal Machine Learning
  • Representation Learning

Keywords

  • causal inference
  • representation learning
  • Deep Learning
  • AI in Science

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Collaborations and top research areas from the last five years

Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
  • MCAIF: Centre for AI Fundamentals

    Kaski, S. (PI), Alvarez, M. (Researcher), Pan, W. (Researcher), Mu, T. (Researcher), Rivasplata, O. (PI), Sun, M. (PI), Mukherjee, A. (PI), Caprio, M. (PI), Sonee, A. (Researcher), Leroy, A. (Researcher), Wang, J. (Researcher), Lee, J. (Researcher), Parakkal Unni, M. (Researcher), Sloman, S. (Researcher), Menary, S. (Researcher), Quilter, T. (Researcher), Hosseinzadeh, A. (PGR student), Mousa, A. (PGR student), Glover, E. (PGR student), Das, A. (PGR student), DURSUN, F. (PGR student), Zhu, H. (PGR student), Abdi, H. (PGR student), Dandago, K. (PGR student), Piriyajitakonkij, M. (PGR student), Rachman, R. (PGR student), Shi, X. (PGR student), Keany, T. (PGR student), Liu, X. (PGR student), Jiang, Y. (PGR student), Wan, Z. (PGR student), Harrison, M. (Support team), Machado, M. (Support team), Hartford, J. (PI), Kangin, D. (Researcher), Harikumar, H. (PI), Dubey, M. (PI), Parakkal Unni, M. (PI), Dash, S. P. (PGR student), Mi, X. (PGR student) & Barlas, Y. (PGR student)

    1/10/2130/09/26

    Project: Research