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Uniform convergence rates for the approximated halfspace and projection
  depth

Uniform convergence rates for the approximated halfspace and projection depth

14 October 2019
Stanislav Nagy
R. Dyckerhoff
Pavlo Mozharovskyi
    MDE
ArXiv (abs)PDFHTML

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

8 / 8 papers shown
Title
Abnormal component analysis
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
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
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
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
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
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
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
Approximate computation of projection depths
R. Dyckerhoff
Pavlo Mozharovskyi
Stanislav Nagy
138
16
0
15 Jul 2020
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