Cornelius Schröder
- Simulation-Based Inference: A Practical Guide
2025/08/18 by Michael Deistler, Jan Boelts, Deistler, Michael +25 · 3 voices · 11 citations
#stat.ML #cs.LG
- sbi reloaded: a toolkit for simulation-based inference workflows
2024/11/26 by Jan Boelts, Michael Deistler, Boelts, Jan +63 · 12 citations
Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management #Simulation Techniques and Applications
- Simultaneous identification of models and parameters of scientific simulators
2023/05/24 by Cornelius Schröder, Schröder, Cornelius, Jakob H. Macke +1 · 5 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Neural Networks and Applications
- Jaxley: differentiable simulation enables large-scale training of detailed biophysical models of neural dynamics
2025/11/13 by Michael Deistler, Kyra L. Kadhim, Matthijs Pals +8 · 1 voice · 2 citations
Computer Science · Neuroscience · Biochemistry, Genetics and Molecular Biology · #Neural Networks and Reservoir Computing #Neural dynamics and brain function #Cell Image Analysis Techniques
- A2RL V\textsubscriptmax: The A2RL autonomous racing dataset for long-range, high-speed perception and multi-vehicle interaction
2026/07/20 by Marvin Klemp, Dominic Ebner, Cornelius Schröder +15
#cs.RO #cs.SY #eess.SY