Kraus, Maurice
- xLSTM-Mixer: Multivariate Time Series Forecasting by Mixing via Scalar Memories
2024/10/22 by Maurice Kraus, Felix Divo, Kraus, Maurice +5 · 7 citations
Computer Science · #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Neural Networks and Applications #Time Series Analysis and Forecasting
- Navigating Shortcuts, Spurious Correlations, and Confounders: From Origins via Detection to Mitigation
2024/12/06 by David Steinmann, Felix Divo, Steinmann, David +11 · 7 citations
Computer Science · #Adversarial Robustness in Machine Learning #Imbalanced Data Classification Techniques #Machine Learning and Data Classification
- Right on Time: Revising Time Series Models by Constraining their Explanations
2024/02/20 by Kraus, Maurice, Steinmann, David, Wüst, Antonia +2 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- QuAnTS: Question Answering on Time Series
2025/11/07 by Divo, Felix, Kraus, Maurice, Nguyen, Anh Q. +5 · 1 citation
Computer Science · #FOS: Computer and information sciences #I.2.6 #I.2.7 #Machine Learning (cs.LG) #Machine Learning in Healthcare #Multimodal Machine Learning Applications #Topic Modeling
- EmoNet-Face: An Expert-Annotated Benchmark for Synthetic Emotion Recognition
2025/05/26 by Christoph Schuhmann, Schuhmann, Christoph, Robert Kaczmarczyk +16 · 3 citations
Psychology · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Emotion and Mood Recognition #FOS: Computer and information sciences