Robust Learnability of Sample-Compressible Distributions under Noisy or Adversarial Perturbations

Arefe Boushehrian, Amir Najafi

Learning distribution families over ${\mathbb{R}}^d$ is a fundamental problem in unsupervised learning and statistics. A central question in this setting is whether a given family of…