Sophia Sanborn

Assistant Professor, Stanford University
Researcher, Stanford University
Joined
September 2019

Names

Sophia Sanborn (Preferred)

Emails

****@berkeley.edu (Confirmed)
****@ucsb.edu (Confirmed)
****@gmail.com (Confirmed)
****@science.xyz (Confirmed)
****@stanford.edu (Confirmed)

Personal Links

Career & Education History

Assistant Professor
Stanford University (stanford.edu)
2026Present
Researcher
Stanford University (stanford.edu)
20242026
Researcher
Science (science.xyz)
20232024
Postdoc
University of California, Santa Barbara (ucsb.edu)
20222023
PhD student
University of California, Berkeley (berkeley.edu)
20152021

Advisors, Relations & Conflicts

Postdoc Advisor
20222023
PhD Advisor
20172021

Expertise

representation learning
Present
deep learning
Present
invariance
Present
equivariance
Present
group theory
Present
differential geometry
Present
computational neuroscience
Present
geometric deep learning
Present
mechanistic interpretability
Present
brain computer interfaces
Present

Publications

View all 16 publications

Co-Authors