A Pseudo-Metric between Probability Distributions based on Depth-Trimmed
Regions

A Pseudo-Metric between Probability Distributions based on Depth-Trimmed Regions

23 March 2021

Guillaume Staerman

Pavlo Mozharovskyi

Stéphan Clémenccon

Florence dÁlché-Buc

Papers citing "A Pseudo-Metric between Probability Distributions based on Depth-Trimmed Regions"

12 / 12 papers shown

Title
Signature Isolation Forest Guillaume Staerman M. Campi Gareth W. Peters Tomoko Matsui 53 0 0 07 Mar 2024
Enhanced Hallucination Detection in Neural Machine Translation through Simple Detector Aggregation Anas Himmi Guillaume Staerman Marine Picot Pierre Colombo Nuno M. Guerreiro 38 4 0 20 Feb 2024
Towards Trustworthy Reranking: A Simple yet Effective Abstention Mechanism Hippolyte Gisserot-Boukhlef Manuel Faysse Emmanuel Malherbe C´eline Hudelot Pierre Colombo 34 2 0 20 Feb 2024
Toward Stronger Textual Attack Detectors Pierre Colombo Marine Picot Nathan Noiry Guillaume Staerman Pablo Piantanida 62 5 0 21 Oct 2023
Beyond Mahalanobis-Based Scores for Textual OOD Detection Pierre Colombo Eduardo Dadalto Camara Gomes Guillaume Staerman Nathan Noiry Pablo Piantanida OODD 56 5 0 24 Nov 2022
Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story Generation Cyril Chhun Pierre Colombo Chloé Clavel Fabian M. Suchanek 53 51 0 24 Aug 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
Repro: An Open-Source Library for Improving the Reproducibility and Usability of Publicly Available Research Code Daniel Deutsch Dan Roth AI4CE 45 2 0 29 Apr 2022
Functional Anomaly Detection: a Benchmark Study Guillaume Staerman E. Adjakossa Pavlo Mozharovskyi V. Hofer J. Gupta Stéphan Clémençon 30 18 0 13 Jan 2022
Beam Search with Bidirectional Strategies for Neural Response Generation Pierre Colombo Chouchang Yang Giovanna Varni Chloé Clavel 41 13 0 07 Oct 2021
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 258 1,435 0 22 Aug 2019
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 308 31,280 0 16 Jan 2013