Fabian Altekrüger
- Generative Sliced MMD Flows with Riesz Kernels
2023/05/19 by Johannes Hertrich, Hertrich, Johannes, Christian Wald +5 · 8 citations
Economics, Econometrics and Finance · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Lattice Boltzmann Simulation Studies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probability (math.PR) #Stochastic processes and financial applications
- Learning Regularization Parameter-Maps for Variational Image Reconstruction using Deep Neural Networks and Algorithm Unrolling
2023/01/14 by Andreas Kofler, Kofler, Andreas, Fabian Altekrüger +15 · 6 citations
Medicine · #Advanced MRI Techniques and Applications #FOS: Mathematics #Medical Imaging Techniques and Applications #Optimization and Control (math.OC) #Radiomics and Machine Learning in Medical Imaging
- Learning from small data sets: Patch-based regularizers in inverse problems for image reconstruction
2023/12/27 by Moritz Piening, Fabian Altekrüger, Piening, Moritz +9 · 2 citations
Computer Science · Mathematics · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Probability (math.PR) #Statistical Methods and Inference #electronic engineering #information engineering
- Stability of Data-Dependent Ridge-Regularization for Inverse Problems
2024/06/18 by Sebastian Neumayer, Fabian Altekrüger, Neumayer, Sebastian +1 · 1 citation
Computer Science · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Numerical methods in inverse problems #Optimization and Control (math.OC) #Statistical and numerical algorithms