Data-Copying in Generative Models: A Formal Framework

Robi Bhattacharjee, Sanjoy Dasgupta, Kamalika Chaudhuri

There has been some recent interest in detecting and addressing memorization of training data by deep neural networks. A formal framework for memorization in generative models, cal…