Pyle, Ryan

1. Local Convolutions Cause an Implicit Bias towards High Frequency Adversarial Examples
   2020/06/19 by Josue Ortega, Yilong Ju, Caro, Josue Ortega +11 · 1 citation
   Computer Science · Engineering · Materials Science · #Adversarial Robustness in Machine Learning #Advancements in Semiconductor Devices and Circuit Design #Machine Learning in Materials Science
2. Shallow Univariate ReLu Networks as Splines: Initialization, Loss Surface, Hessian, & Gradient Flow Dynamics
   2020/08/04 by Justin Sahs, Ryan Pyle, Sahs, Justin +14 · 1 citation
   Computer Science · Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #I.2.0 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #cs.LG #stat.ML