Jay Roberts

According to our database, Jay Roberts authored at least 6 papers between 2020 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

Understanding and Increasing Efficiency of Frank-Wolfe Adversarial Training.

Theodoros Tsiligkaridis, Jay Roberts

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Controllably Sparse Perturbations of Robust Classifiers for Explaining Predictions and Probing Learned Concepts.

Jay Roberts, Theodoros Tsiligkaridis

Proceedings of the 4th Workshop on Machine Learning Methods in Visualisation for Big Data, 2021

2020

Deep learning seismic substructure detection using the Frozen Gaussian approximation.

James C. Hateley, Jay Roberts, Kyle Mylonakis, Xu Yang

J. Comput. Phys., 2020

On Frank-Wolfe Optimization for Adversarial Robustness and Interpretability.

Theodoros Tsiligkaridis, Jay Roberts

CoRR, 2020

Ultrasound Diagnosis of COVID-19: Robustness and Explainability.

Jay Roberts, Theodoros Tsiligkaridis

CoRR, 2020

Second Order Optimization for Adversarial Robustness and Interpretability.

Theodoros Tsiligkaridis, Jay Roberts

CoRR, 2020