Stabilizer simulation can efficiently simulate an important class of qua...
Interval analysis (or interval bound propagation, IBP) is a popular tech...
Fair representation learning encodes user data to ensure fairness and
ut...
We present a new certification method for image and point cloud segmenta...
Certified defenses based on convex relaxations are an established techni...
Recent work has exposed the vulnerability of computer vision models to
s...
We introduce a novel certification method for parametrized perturbations...
Training neural networks to be certifiably robust is a powerful defense
...