Classification and Adversarial examples in an Overparameterized Linear Model: A Signal Processing Perspective

Adhyyan Narang, Vidya Muthukumar, Anant Sahai

State-of-the-art deep learning classifiers are heavily overparameterized with respect to the amount of training examples and observed to generalize well on "clean" data, but be hig…