Alert button
Picture for Greg Yang

Greg Yang

Alert button

Randomized Smoothing of All Shapes and Sizes

Feb 19, 2020
Greg Yang, Tony Duan, Edward Hu, Hadi Salman, Ilya Razenshteyn, Jerry Li

Figure 1 for Randomized Smoothing of All Shapes and Sizes
Figure 2 for Randomized Smoothing of All Shapes and Sizes
Figure 3 for Randomized Smoothing of All Shapes and Sizes
Figure 4 for Randomized Smoothing of All Shapes and Sizes
Viaarxiv icon

Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes

Dec 07, 2019
Greg Yang

Figure 1 for Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes
Figure 2 for Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes
Figure 3 for Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes
Viaarxiv icon

Free resolutions of function classes via order complexes

Sep 05, 2019
Justin Chen, Christopher Eur, Greg Yang, Mengyuan Zhang

Figure 1 for Free resolutions of function classes via order complexes
Viaarxiv icon

A Fine-Grained Spectral Perspective on Neural Networks

Jul 24, 2019
Greg Yang, Hadi Salman

Figure 1 for A Fine-Grained Spectral Perspective on Neural Networks
Figure 2 for A Fine-Grained Spectral Perspective on Neural Networks
Figure 3 for A Fine-Grained Spectral Perspective on Neural Networks
Figure 4 for A Fine-Grained Spectral Perspective on Neural Networks
Viaarxiv icon

Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers

Jun 12, 2019
Hadi Salman, Greg Yang, Jerry Li, Pengchuan Zhang, Huan Zhang, Ilya Razenshteyn, Sebastien Bubeck

Figure 1 for Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers
Figure 2 for Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers
Figure 3 for Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers
Figure 4 for Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers
Viaarxiv icon

A Mean Field Theory of Batch Normalization

Mar 05, 2019
Greg Yang, Jeffrey Pennington, Vinay Rao, Jascha Sohl-Dickstein, Samuel S. Schoenholz

Figure 1 for A Mean Field Theory of Batch Normalization
Figure 2 for A Mean Field Theory of Batch Normalization
Figure 3 for A Mean Field Theory of Batch Normalization
Figure 4 for A Mean Field Theory of Batch Normalization
Viaarxiv icon

Scaling Limits of Wide Neural Networks with Weight Sharing: Gaussian Process Behavior, Gradient Independence, and Neural Tangent Kernel Derivation

Mar 01, 2019
Greg Yang

Figure 1 for Scaling Limits of Wide Neural Networks with Weight Sharing: Gaussian Process Behavior, Gradient Independence, and Neural Tangent Kernel Derivation
Viaarxiv icon

A Convex Relaxation Barrier to Tight Robustness Verification of Neural Networks

Feb 26, 2019
Hadi Salman, Greg Yang, Huan Zhang, Cho-Jui Hsieh, Pengchuan Zhang

Figure 1 for A Convex Relaxation Barrier to Tight Robustness Verification of Neural Networks
Figure 2 for A Convex Relaxation Barrier to Tight Robustness Verification of Neural Networks
Figure 3 for A Convex Relaxation Barrier to Tight Robustness Verification of Neural Networks
Figure 4 for A Convex Relaxation Barrier to Tight Robustness Verification of Neural Networks
Viaarxiv icon