Sorscher, Ben

4 publications

NeurIPS 2022 A Theory of Weight Distribution-Constrained Learning Weishun Zhong, Ben Sorscher, Daniel D. Lee, Haim Sompolinsky

NeurIPS 2022 Beyond Neural Scaling Laws: Beating Power Law Scaling via Data Pruning Ben Sorscher, Robert Geirhos, Shashank Shekhar, Surya Ganguli, Ari Morcos

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