11 citations · 11 across the 2 of their papers we have counts for
2 papers
cond-mat.dis-nn2024
Statistical Mechanics and Artificial Neural Networks: Principles, Models, and Applications
Lucas Böttcher, Gregory Wheeler
The field of neuroscience and the development of artificial neural networks (ANNs) have mutually influenced each other, drawing from and contributing to many concepts initially dev…
cs.LG2022★ 11 cited
Visualizing high-dimensional loss landscapes with Hessian directions
Lucas Böttcher, Gregory Wheeler
Analyzing geometric properties of high-dimensional loss functions, such as local curvature and the existence of other optima around a certain point in loss space, can help provide…