Gabriel Mel

According to our database, Gabriel Mel authored at least 4 papers between 2019 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Anisotropic Random Feature Regression in High Dimensions.

Gabriel Mel, Jeffrey Pennington

Proceedings of the Tenth International Conference on Learning Representations, 2022

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 M. Giocomo, Daniel L. K. Yamins

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 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

Proceedings of the 38th International Conference on Machine Learning, 2021

2019

A unified theory for the origin of grid cells through the lens of pattern formation.

Ben Sorscher, Gabriel Mel, Surya Ganguli, Samuel A. Ocko

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019