Probabilistic machine learning with intrinsic constraints

Roger Ghanem (1) , Christian Soize (2)

1 USC - University of Southern California
2 MSME - Laboratoire Modélisation et Simulation Multi-Echelle

Mots clés: probabilistic learning; manifolds; machine learning

Domaines: Machine Learning [stat.ML]; Probabilités [math.PR]; Statistiques [math.ST]

Roger Ghanem, Christian Soize. Probabilistic machine learning with intrinsic constraints. SIAM Conference on Mathematics of Data Science (MSD20), May 2020, Cincinnati, Ohio, United States. ⟨hal-03137946⟩