Ben Sorscher
4 papers · 2019–2022 · 1 conference · across top CS/AI conferences
Achievements
Jump to papers ↓
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(10)
Conferences
NIPS (4)
Top co-authors
Keywords
grid cell
(2)
representation learning
(1)
neural dynamics
(1)
model architecture
(1)
information geometry
(1)
neural response
(1)
recurrent neural network
(1)
data pruning
(1)
statistical mechanics
(1)
weight distribution
(1)
symmetry breaking
(1)
memory capacity
(1)
dataset selection
(1)
pattern formation
(1)
neural scaling law
(1)
dataset optimization
(1)
self-supervised metric
(1)
task-driven neural network
(1)
neuroscience modeling
(1)
self-supervised pruning
(1)
Papers
A theory of weight distribution-constrained learning
NIPS 2022
Beyond neural scaling laws: beating power law scaling via data pruning
NIPS 2022
Explaining heterogeneity in medial entorhinal cortex with task-driven neural networks
NIPS 2021
A unified theory for the origin of grid cells through the lens of pattern formation
NIPS 2019