Chemseddine, Jannis

1. Conditional Wasserstein Distances with Applications in Bayesian OT Flow Matching
   2024/03/27 by Jannis Chemseddine, Paul Hagemann, Chemseddine, Jannis +5 · 14 citations
   Computer Science · #Anomaly Detection Techniques and Applications
2. Posterior Sampling Based on Gradient Flows of the MMD with Negative Distance Kernel
   2023/10/04 by Hagemann, Paul, Hertrich, Johannes, Altekrüger, Fabian +3 · 4 citations
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Probability (math.PR)
3. Neural Sampling from Boltzmann Densities: Fisher-Rao Curves in the Wasserstein Geometry
   2024/10/04 by Jannis Chemseddine, Christian Wald, Chemseddine, Jannis +5 · 4 citations
   Medicine · #Advanced Neuroimaging Techniques and Applications #Analysis of PDEs (math.AP) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Probability (math.PR)
4. Telegrapher's Generative Model via Kac Flows
   2025/06/25 by Duong, Richard, Chemseddine, Jannis, Friz, Peter K. +1 · 3 citations
   #Analysis of PDEs (math.AP) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Probability (math.PR)