f4e3ce3e7b581ff32e40968298ba013d-Paper.pdf

Neural Information Processing Systems 

Byleveraging thehigh-order topological information ofdata,weareable to collect most of the clean data and train a high-quality model. Theoretically we prove that this topological approach is guaranteed to collect the clean data with high probability.