research
∙
10/10/2022
fAux: Testing Individual Fairness via Gradient Alignment
Machine learning models are vulnerable to biases that result in unfair t...
share
research
∙
04/05/2022
Nonlocal optimization of binary neural networks
We explore training Binary Neural Networks (BNNs) as a discrete variable...
research
∙
03/31/2022
Scalable Whitebox Attacks on Tree-based Models
Adversarial robustness is one of the essential safety criteria for guara...
research
∙
08/23/2019