1 code implementation • 14 Jun 2021 • Carl-Johann Simon-Gabriel, Noman Ahmed Sheikh, Andreas Krause
Most current classifiers are vulnerable to adversarial examples, small input perturbations that change the classification output.
no code implementations • 2 Jul 2018 • Vishal Sharma, Noman Ahmed Sheikh, Happy Mittal, Vibhav Gogate, Parag Singla
Lifted inference reduces the complexity of inference in relational probabilistic models by identifying groups of constants (or atoms) which behave symmetric to each other.
