Approximate computation of projection depths

15 July 2020

Papers citing "Approximate computation of projection depths"

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
Anomaly detection using data depth: multivariate case Pavlo Mozharovskyi Romain Valla OOD 75 3 0 06 Oct 2022
Statistical process monitoring of artificial neural networks A. Malinovskaya Pavlo Mozharovskyi Philipp Otto 48 8 0 15 Sep 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
Tukey Depths and Hamilton-Jacobi Differential Equations M. Molina-Fructuoso Ryan W. Murray 53 6 0 04 Apr 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