publiée le 7 juillet 2026
The elephant in the room: Probabilistic Machine Learning into physical models
De Matthew Juniper
Apparaît dans la collection : Discrete curvature : theory and applications / Courbure discrète : théorie et applications
I will describe a recent framework for robust shape reconstruction based on optimal transportation between measures, where the input measurements are seen as distribution of masses. In addition to robustness to defect-laden point sets (hampered with noise and outliers), this approach can reconstruct smooth closed shapes as well as piecewise smooth shapes with boundaries.