Rate of Model Collapse in Recursive Training

Ananda Theertha Suresh, Andrew Thangaraj, Aditya Nanda Kishore Khandavally

Given the ease of creating synthetic data from machine learning models, new models can be potentially trained on synthetic data generated by previous models. This recursive trainin…