Learning with noisy labels by adaptive gradient-based outlier removal

Publication
Joint European Conference on Machine Learning and Knowledge Discovery in Databases
Lena Zellinger
Lena Zellinger
PhD student at the University of Edinburgh (joint w/ Antonio Vergari)

I aim to develop provably reliable and efficient ML systems by combining deep probabilistic models with symbolic reasoning.