Does Maximizing Neural Regression Scores Teach Us About The Brain?

Rylan Schaeffer, Mikail Khona, Sarthak Chandra, Mitchell Ostrow, Brando Miranda, Sanmi Koyejo

UniReps: 2nd Edition of the Workshop on Unifying Representations in Neural Models Accepted

December 2024

Neuroscience Neural Networks Representation Learning Evaluation

Abstract

Summary

Investigating whether maximizing neural regression scores actually teaches us about the brain.