14 citations · 15 across the 3 of their papers we have counts for
3 papers
stat.ML2021★ 1 cited
A Theory of Neural Tangent Kernel Alignment and Its Influence on Training
Haozhe Shan, Blake Bordelon
The training dynamics and generalization properties of neural networks (NN) can be precisely characterized in function space via the neural tangent kernel (NTK). Structural changes…
math.PR2019★ 14 cited
Family of closed-form solutions for two-dimensional correlated diffusion processes
Haozhe Shan, Rubén Moreno-Bote, Jan Drugowitsch
Diffusion processes with boundaries are models of transport phenomena with wide applicability across many fields. These processes are described by their probability density functio…
q-bio.QM2017
Unsupervised identification of rat behavioral motifs across timescales
Haozhe Shan, Peggy Mason
Behaviors of several laboratory animals can be modeled as sequences of stereotyped behaviors, or behavioral motifs. However, identifying such motifs is a challenging problem. Behav…