Mel, Gabriel

4 publications

ICLR 2022 Anisotropic Random Feature Regression in High Dimensions Gabriel Mel, Jeffrey Pennington

ICML 2021 A Theory of High Dimensional Regression with Arbitrary Correlations Between Input Features and Target Functions: Sample Complexity, Multiple Descent Curves and a Hierarchy of Phase Transitions Gabriel Mel, Surya Ganguli

NeurIPS 2021 Explaining Heterogeneity in Medial Entorhinal Cortex with Task-Driven Neural Networks Aran Nayebi, Alexander Attinger, Malcolm Campbell, Kiah Hardcastle, Isabel Low, Caitlin S Mallory, Gabriel Mel, Ben Sorscher, Alex H Williams, Surya Ganguli, Lisa Giocomo, Dan Yamins

NeurIPS 2019 A Unified Theory for the Origin of Grid Cells Through the Lens of Pattern Formation Ben Sorscher, Gabriel Mel, Surya Ganguli, Samuel Ocko