The Area of the Convex Hull of Sampled Curves: a Robust Functional
Statistical Depth Measure

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The Area of the Convex Hull of Sampled Curves: a Robust Functional Statistical Depth Measure

9 October 2019

Guillaume Staerman

Pavlo Mozharovskyi

Stephan Clémençon

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Papers citing "The Area of the Convex Hull of Sampled Curves: a Robust Functional Statistical Depth Measure"

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Title
Signature Isolation Forest Guillaume Staerman M. Campi Gareth W. Peters Tomoko Matsui 484 0 0 07 Mar 2024
Toward Stronger Textual Attack Detectors Pierre Colombo Marine Picot Nathan Noiry Guillaume Staerman Pablo Piantanida 561 5 0 21 Oct 2023
A Novel Information-Theoretic Objective to Disentangle Representations for Fair Classification Pierre Colombo Nathan Noiry Guillaume Staerman Pablo Piantanida FaML DRL 73 1 0 21 Oct 2023
Hypothesis Transfer Learning with Surrogate Classification Losses: Generalization Bounds through Algorithmic Stability Anass Aghbalou Guillaume Staerman 67 6 0 31 May 2023
Beyond Mahalanobis-Based Scores for Textual OOD Detection Pierre Colombo Eduardo Dadalto Camara Gomes Guillaume Staerman Nathan Noiry Pablo Piantanida OODD 96 5 0 24 Nov 2022
Learning Disentangled Textual Representations via Statistical Measures of Similarity Pierre Colombo Guillaume Staerman Nathan Noiry Pablo Piantanida FaML DRL 187 22 0 07 May 2022
Functional Anomaly Detection: a Benchmark Study Guillaume Staerman E. Adjakossa Pavlo Mozharovskyi V. Hofer J. Gupta Stephan Clémençon 374 18 0 13 Jan 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 555 17 0 23 Mar 2021
Hierarchical Pre-training for Sequence Labelling in Spoken Dialog E. Chapuis Pierre Colombo Matteo Manica Matthieu Labeau Chloé Clavel 164 59 0 23 Sep 2020