Ben Sorscher

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 6

Top Topics

Pattern Formation

Top Venues

Publications

Weishun Zhong, Ben Sorscher, Daniel D. Lee, Haim Sompolinsky
A theory of learning with constrained weight-distribution. CoRR (2022)
Ben Sorscher, Robert Geirhos, Shashank Shekhar, Surya Ganguli, Ari Morcos
Beyond neural scaling laws: beating power law scaling via data pruning. NeurIPS (2022)
Weishun Zhong, Ben Sorscher, Daniel Lee, Haim Sompolinsky
A theory of weight distribution-constrained learning. NeurIPS (2022)
Ben Sorscher, Robert Geirhos, Shashank Shekhar, Surya Ganguli, Ari S. Morcos
Beyond neural scaling laws: beating power law scaling via data pruning. CoRR (2022)
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
Explaining heterogeneity in medial entorhinal cortex with task-driven neural networks. NeurIPS (2021)
Ben Sorscher, Gabriel Mel, Surya Ganguli, Samuel A. Ocko
A unified theory for the origin of grid cells through the lens of pattern formation. NeurIPS (2019)