Affine-Invariant Integrated Rank-Weighted Depth: Definition, Properties and Finite Sample Analysis

21 June 2021

Papers citing "Affine-Invariant Integrated Rank-Weighted Depth: Definition, Properties and Finite Sample Analysis"

9 / 9 papers shown

Title
Toward Stronger Textual Attack Detectors Pierre Colombo Marine Picot Nathan Noiry Guillaume Staerman Pablo Piantanida 49 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 38 1 0 21 Oct 2023
Unsupervised Layer-wise Score Aggregation for Textual OOD Detection Maxime Darrin Guillaume Staerman Eduardo Dadalto Camara Gomes Jackie CK Cheung Pablo Piantanida Pierre Colombo OODD 55 11 0 20 Feb 2023
Beyond Mahalanobis-Based Scores for Textual OOD Detection Pierre Colombo Eduardo Dadalto Camara Gomes Guillaume Staerman Nathan Noiry Pablo Piantanida OODD 49 5 0 24 Nov 2022
Learning Disentangled Textual Representations via Statistical Measures of Similarity Pierre Colombo Guillaume Staerman Nathan Noiry Pablo Piantanida FaML DRL 38 22 0 07 May 2022
A Statistical Learning View of Simple Kriging Emilia Siviero E. Chautru Stéphan Clémençon 19 0 0 15 Feb 2022
Functional Anomaly Detection: a Benchmark Study Guillaume Staerman E. Adjakossa Pavlo Mozharovskyi V. Hofer J. Gupta Stéphan Clémençon 19 18 0 13 Jan 2022
Improving Multimodal fusion via Mutual Dependency Maximisation Pierre Colombo E. Chapuis Matthieu Labeau Chloé Clavel 13 30 0 31 Aug 2021
A Pseudo-Metric between Probability Distributions based on Depth-Trimmed Regions Guillaume Staerman Pavlo Mozharovskyi Pierre Colombo Stéphan Clémenccon Florence dÁlché-Buc OOD 61 17 0 23 Mar 2021