Laura Beggel

SELF: Learning to Filter Noisy Labels with Self-Ensembling

Duc Tam Nguyen, Chaithanya Kumar Mummadi, Thi Phuong Nhung Ngo et al. · arXiv (Cornell University) · 2019 · 56 citations · Full text

Convolutional Neural Network, Deep Neural Networks, Machine Vision +14

Time series anomaly detection based on shapelet learning

Laura Beggel, Bernhard X. Kausler, Martin Schiegg et al. · Computational Statistics · 2018 · 50 citations · Full text

Anomaly Detection, Machine Learning, Data Science +15

Robust Anomaly Detection in Images Using Adversarial Autoencoders

Laura Beggel, Michael Pfeiffer, Bernd Bischl · Lecture notes in computer science · 2020 · 16 citations · Full text

Robust Learning Under Label Noise With Iterative Noise-Filtering

Duc Tam Nguyen, Thi-Phuong-Nhung Ngo, Zhongyu Lou et al. · arXiv (Cornell University) · 2019 · 16 citations · Full text

Semi-supervised Learning, Training Set, Engineering +12