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Approximate computation of projection depths

Approximate computation of projection depths

15 July 2020
R. Dyckerhoff
Pavlo Mozharovskyi
Stanislav Nagy
ArXiv (abs)PDFHTML

Papers citing "Approximate computation of projection depths"

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
Anomaly detection using data depth: multivariate case
Anomaly detection using data depth: multivariate case
Pavlo Mozharovskyi
Romain Valla
OOD
72
3
0
06 Oct 2022
Statistical process monitoring of artificial neural networks
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
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
Tukey Depths and Hamilton-Jacobi Differential Equations
Tukey Depths and Hamilton-Jacobi Differential Equations
M. Molina-Fructuoso
Ryan W. Murray
51
6
0
04 Apr 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
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