The Area of the Convex Hull of Sampled Curves: a Robust Functional Statistical Depth Measure

Guillaume Staerman (1, 2, 3, 4) , Pavlo Mozharovskyi (1, 2, 3, 4) , Stéphan Clémençon (1, 2, 3, 4)

1 IDS - Département Images, Données, Signal
2 S2A - Signal, Statistique et Apprentissage
3 IP Paris - Institut Polytechnique de Paris
4 LTCI - Laboratoire Traitement et Communication de l'Information

Domaines: Statistiques [stat]; Informatique [cs]; Mathématiques [math]

Guillaume Staerman, Pavlo Mozharovskyi, Stéphan Clémençon. The Area of the Convex Hull of Sampled Curves: a Robust Functional Statistical Depth Measure. PMLR 108:570-579, 2020. ⟨hal-03132996⟩