
Uneven Licensed Robustness through Characteristic-Convex Neural Networks – The Berkeley Synthetic Intelligence Analysis Weblog
Uneven Licensed Robustness through Characteristic-Convex Neural Networks TLDR: We suggest the uneven licensed robustness drawback, which requires licensed robustness for just one class and displays real-world adversarial eventualities. This centered setting permits us to introduce feature-convex classifiers, which produce closed-form and deterministic licensed radii on the order of milliseconds. Determine 1. Illustration of feature-convex classifiers…