research
∙
06/15/2021
Scaling Neural Tangent Kernels via Sketching and Random Features
The Neural Tangent Kernel (NTK) characterizes the behavior of infinitely...
share
research
∙
04/26/2021
An Exploration into why Output Regularization Mitigates Label Noise
Label noise presents a real challenge for supervised learning algorithms...
research
∙
04/03/2021
Random Features for the Neural Tangent Kernel
The Neural Tangent Kernel (NTK) has discovered connections between deep ...
research
∙
09/27/2020
Experimental Design for Overparameterized Learning with Application to Single Shot Deep Active Learning
The impressive performance exhibited by modern machine learning models h...
research
∙
10/17/2019