Researcher profile

Gregor Kasieczka

2 papers in the PaperMetrix corpus

Publications

Papers by this author

Morphological Classification of Radio Galaxies with wGAN-supported Augmentation

2022 · arXiv (Cornell University)

Machine learning techniques that perform morphological classification of astronomical sources often suffer from a scarcity of labelled training data. Here, we focus on the case of supervised deep learning models for the morphological classification of …
Complete Optimal Non-Resonant Anomaly Detection

2024 · arXiv (Cornell University)

We propose the first-ever complete, model-agnostic search strategy based on the optimal anomaly score, for new physics on the tails of distributions. Signal sensitivity is achieved via a classifier trained on auxiliary features in a …