activity
20192024
most citedTaxonomizing local versus global structure in neural network loss landscapes

8 citations · 21 across the 8 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

stat.ML2019★ 2 cited

Global Capacity Measures for Deep ReLU Networks via Path Sampling

Ryan Theisen, Jason M. Klusowski, Huan Wang +3

Classical results on the statistical complexity of linear models have commonly identified the norm of the weights as a fundamental capacity measure. Generalizations of this…

math.DS2019

Stochastic versus deterministic consensus dynamics on graphs

Dylan Weber, Ryan Theisen, Sebastien Motsch

We study two agent based models of opinion formation - one stochastic in nature and one deterministic. Both models are defined in terms of an underlying graph; we study how the str…