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Erin Grant
she / her

I am an Assistant Professor in the Departments of Psychology & Computing Science at the University of Alberta and a Fellow at the Alberta Machine Intelligence Institute (Amii).

I study learning in minds, brains, and machines, combining behavioural experiments, computational simulations, and analytical techniques. See my research page for more, or my formal bio for introductions.

I am actively recruiting for my lab at all levels for a 2027 start; see my university page for more details!

Recent News

Oct 2026

CIFAR profiled my research in What AI can teach us about human intelligence.

Aug 2026

The 4th edition of the Summer School on Analytical Connectionism, on language acquisition, took place in Gothenburg.

I attended the Conference on Cognitive Computational Neuroscience (CCN) in New York to present a poster, keynote a K&T, represent the CCN TPC as chair, and say goodbye to NYC πŸ₯Ή

May 2026
Apr 2026

πŸ§ πŸ’­πŸ€– The workshop on Representational Alignment is back at ICLR 2026!!

Dec 2025

I attended NeurIPS 2025 in San Diego! I finally learned to prebook meetings (serendipity doesn’t scale). This was my 3rd year serving on the NeurIPS Organizing Committee, and I also spoke at CogInterp and co-organized Data on the Brain & Mind.

Nov 2025

I was named a Rising Star of Neuroscience by The Transmitter.

Sep 2025

πŸ§ πŸ’­ Our workshop on Data on the Brain & Mind will appear at NeurIPS 2025! See you there :).

Recent Publications

For a complete list, see my research page or my CV.

β€œParameter symmetries determine representational geometry in overparameterized nonlinear networks.”
Marvin Theiss, Lukas Braun, Andrew Saxe, Erin Grant.
In Advances in Neural Information Processing Systems (NeurIPS), 2026.
Best paper award at the ICML 2026 WSS Workshop..
β€œNot all solutions are created equal: An analytical dissociation of functional and representational similarity in deep linear neural networks.”
Lukas Braun, Erin Grant, Andrew Saxe.
In Proceedings of the International Conference on Machine Learning (ICML), 2025.
Spotlight presentation (<3% of submissions).
β€œNonlinear dynamics of localization in neural receptive fields.”
Leon Lufkin, Andrew Saxe, Erin Grant.
In Advances in Neural Information Processing Systems (NeurIPS), 2024.
Spotlight presentation (<4% of submissions).

Recent Service

2027β€”
Program Committee Member
2027
Participation Chair
2027
Director
2026β€”
Editor
RLJ
2026
Technical Program Committee Chair
CCN
2024β€”
Action Editor
2023β€”
Area Chair
2022β€”2027
Member of the Board of Directors