Ryan Pyle | DeepAI

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Featured Co-authors

Jonathan D. Cohen
20 publications
Ankit B. Patel
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Ankit Patel
10 publications
Josue Ortega Caro
8 publications
Sebastian Musslick
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Robert Rosenbaum
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Yilong Ju
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Justin Sahs
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Aneel Damaraju
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Onur Tavaslioglu
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Andy Lu
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research

∙ 07/14/2023

A Quantitative Approach to Predicting Representational Learning and Performance in Neural Networks

A key property of neural networks (both biological and artificial) is ho...

0 Ryan Pyle, et al. ∙

research

∙ 08/04/2020

Shallow Univariate ReLu Networks as Splines: Initialization, Loss Surface, Hessian, Gradient Flow Dynamics

Understanding the learning dynamics and inductive bias of neural network...

3 Justin Sahs, et al. ∙

research

∙ 06/19/2020

Using Learning Dynamics to Explore the Role of Implicit Regularization in Adversarial Examples

Recent work (Ilyas et al, 2019) suggests that adversarial examples are f...

9 Josue Ortega Caro, et al. ∙

research

∙ 03/08/2018

A model of reward-modulated motor learning with parallelcortical and basal ganglia pathways

Many recent studies of the motor system are divided into two distinct ap...

0 Ryan Pyle, et al. ∙