4 citations · 5 across the 2 of their papers we have counts for
3 papers
cs.LG2020★ 4 cited
The critical locus of overparameterized neural networks
Y. Cooper
Many aspects of the geometry of loss functions in deep learning remain mysterious. In this paper, we work toward a better understanding of the geometry of the loss function of…
cs.LG2018
The loss landscape of overparameterized neural networks
Y Cooper
We explore some mathematical features of the loss landscape of overparameterized neural networks. A priori one might imagine that the loss function looks like a typical function fr…
math.AG2017★ 1 cited
A Fock Space approach to Severi Degrees of Hirzebruch Surfaces
Yaim Cooper
The classical Severi degree counts the number of algebraic curves of fixed genus and class passing through some general points in a surface. In this paper we study Severi degrees a…