Uniform convergence rates for the approximated halfspace and projection depth

14 October 2019

Papers citing "Uniform convergence rates for the approximated halfspace and projection depth"

8 / 8 papers shown

Title
Abnormal component analysis Romain Valla Pavlo Mozharovskyi Florence dÁlché-Buc 83 0 0 26 Dec 2023
On the quality of randomized approximations of Tukey's depth Simon Briend Gábor Lugosi Roberto Imbuzeiro Oliveira 60 3 0 11 Sep 2023
Beyond Mahalanobis-Based Scores for Textual OOD Detection Pierre Colombo Eduardo Dadalto Camara Gomes Guillaume Staerman Nathan Noiry Pablo Piantanida OODD 105 5 0 24 Nov 2022
Anomaly detection using data depth: multivariate case Pavlo Mozharovskyi Romain Valla OOD 60 3 0 06 Oct 2022
Exact and approximate computation of the scatter halfspace depth Xiaohui Liu Yuzi Liu Petra Laketa Stanislav Nagy Yuting Chen 44 0 0 10 Aug 2022
Affine-Invariant Integrated Rank-Weighted Depth: Definition, Properties and Finite Sample Analysis Guillaume Staerman Pavlo Mozharovskyi Stephan Clémençon 180 10 0 21 Jun 2021
A Pseudo-Metric between Probability Distributions based on Depth-Trimmed Regions Guillaume Staerman Pavlo Mozharovskyi Pierre Colombo Stéphan Clémenccon Florence dÁlché-Buc OOD 582 17 0 23 Mar 2021
Approximate computation of projection depths R. Dyckerhoff Pavlo Mozharovskyi Stanislav Nagy 138 16 0 15 Jul 2020