Laura Beggel

Publication Activity (10 Years)

Years Active: 2019-2020
Publications (10 Years): 7

Top Topics

Anomalous Behavior

Detecting Anomalies

Anomaly Detection

Top Venues

Publications

Duc Tam Nguyen, Chaithanya Kumar Mummadi, Thi-Phuong-Nhung Ngo, Thi Hoai Phuong Nguyen, Laura Beggel, Thomas Brox
SELF: Learning to Filter Noisy Labels with Self-Ensembling. ICLR (2020)
Florian Pfisterer, Laura Beggel, Xudong Sun, Fabian Scheipl, Bernd Bischl
Benchmarking time series classification - Functional data vs machine learning approaches. CoRR (2019)
Laura Beggel, Michael Pfeiffer, Bernd Bischl
Robust Anomaly Detection in Images using Adversarial Autoencoders. CoRR (2019)
Duc Tam Nguyen, Thi-Phuong-Nhung Ngo, Zhongyu Lou, Michael Klar, Laura Beggel, Thomas Brox
Robust Learning Under Label Noise With Iterative Noise-Filtering. CoRR (2019)
Laura Beggel, Bernhard X. Kausler, Martin Schiegg, Michael Pfeiffer, Bernd Bischl
Time series anomaly detection based on shapelet learning. Comput. Stat. 34 (3) (2019)
Laura Beggel, Michael Pfeiffer, Bernd Bischl
Robust Anomaly Detection in Images Using Adversarial Autoencoders. ECML/PKDD (1) (2019)
Duc Tam Nguyen, Chaithanya Kumar Mummadi, Thi-Phuong-Nhung Ngo, Thi Hoai Phuong Nguyen, Laura Beggel, Thomas Brox
SELF: Learning to Filter Noisy Labels with Self-Ensembling. CoRR (2019)