Heidrich, Benedikt

1. Transformer Training Strategies for Forecasting Multiple Load Time Series
   2023/06/19 by Matthias Hertel, Hertel, Matthias, Maximilian Beichter +11 · 2 citations
   Engineering · Computer Science · #Energy Load and Power Forecasting #Image and Signal Denoising Methods #Neural Networks and Applications
2. Optimizing Small Language Models for In-Vehicle Function-Calling
   2025/01/04 by Yahya Sowti Khiabani, Khiabani, Yahya Sowti, Farris Atif +15 · 3 citations
   Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Electric and Hybrid Vehicle Technologies #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Transportation and Mobility Innovations
3. tsbootstrap: Enhancing Time Series Analysis with Advanced Bootstrapping Techniques
   2024/04/23 by Sankalp Gilda, Gilda, Sankalp, Benedikt Heidrich +3 · 1 citation
   Computer Science · #Applications (stat.AP) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Time Series Analysis and Forecasting
4. Decision-Focused Fine-Tuning of Time Series Foundation Models for Dispatchable Feeder Optimization
   2025/03/03 by Beichter, Maximilian, Friederich, Nils, Pinter, Janik +7 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)