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1910.05956
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Uniform convergence rates for the approximated halfspace and projection depth
14 October 2019
Stanislav Nagy
R. Dyckerhoff
Pavlo Mozharovskyi
MDE
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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
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