Ben Sorscher

According to our database, Ben Sorscher authored at least 5 papers between 2019 and 2022.

Collaborative distances:

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

2022

A theory of learning with constrained weight-distribution.

Weishun Zhong, Ben Sorscher, Daniel D. Lee, Haim Sompolinsky

CoRR, 2022

A theory of weight distribution-constrained learning.

Weishun Zhong, Ben Sorscher, Daniel Lee, Haim Sompolinsky

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Beyond neural scaling laws: beating power law scaling via data pruning.

Ben Sorscher, Robert Geirhos, Shashank Shekhar, Surya Ganguli, Ari Morcos

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 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

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