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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...
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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...
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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...
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03/08/2018