Robust Anomaly Detection in Images Using Adversarial Autoencoders. - Laura Beggel; Michael Pfeiffer 001; Bernd Bischl (ECML/PKDD (1), 2019)

Robust Learning Under Label Noise With Iterative Noise-Filtering. - Duc Tam Nguyen; Thi-Phuong-Nhung Ngo; Zhongyu Lou; Michael Klar; Laura Beggel; Thomas Brox (CoRR, 2019)

Benchmarking time series classification - Functional data vs machine learning approaches. - Florian Pfisterer; Laura Beggel; Xudong Sun 002; Fabian Scheipl; Bernd Bischl (CoRR, 2019)

Time series anomaly detection based on shapelet learning. - Laura Beggel; Bernhard X. Kausler; Martin Schiegg; Michael Pfeiffer 001; Bernd Bischl (Comput. Stat., 2019)

SELF: Learning to Filter Noisy Labels with Self-Ensembling. - Duc Tam Nguyen; Chaithanya Kumar Mummadi; Thi-Phuong-Nhung Ngo; Thi Hoai Phuong Nguyen; Laura Beggel; Thomas Brox (ICLR, 2020)