149 citations
- Telefonica Research and DevelopmentES18 papers
- Telefonica (Germany)DE9 papers
- Universidad Carlos III de MadridES4 papers
- Universidad Politécnica de MadridES4 papers
- Universitat de BarcelonaES3 papers
- Universitat Politècnica de CatalunyaES3 papers
- Universitat Pompeu FabraES3 papers
- Cyprus University of TechnologyCY2 papers
- Foundation for Research and Technology HellasGR2 papers
- Laboratoire Traitement et Communication de l’InformationFR2 papers
- Universidad Autónoma de MadridES2 papers
- Universidad de ValladolidES2 papers
5 papers · 1 filter
Rule Extraction in Unsupervised Anomaly Detection for Model Explainability: Application to OneClass SVM
Alberto Barbado, Óscar Corcho, Richard Benjamins
OneClass SVM is a popular method for unsupervised anomaly detection. As many other methods, it suffers from the black box problem: it is difficult to justify, in an intuitive and s…
Responsible AI by Design in Practice
Richard Benjamins, Alberto Barbado, Daniel Sierra
Recently, a lot of attention has been given to undesired consequences of Artificial Intelligence (AI), such as unfair bias leading to discrimination, or the lack of explanations of…
Clash of the Trackers: Measuring the Evolution of the Online Tracking Ecosystem
Konstantinos Solomos, Panagiotis Ilia, Sotiris Ioannidis +1
Websites are constantly adapting the methods used, and intensity with which they track online visitors. However, the wide-range enforcement of GDPR since one year ago (May 2018) fo…
Generalizing Critical Path Analysis on Mobile Traffic
Gioacchino Tangari, Alessandro Finamore, Diego Perino
Critical Path Analysis (CPA) studies the delivery of webpages to identify page resources, their interrelations, as well as their impact on the page loading latency. Despite CPA bei…
Blow: a single-scale hyperconditioned flow for non-parallel raw-audio voice conversion
Joan Serrà, Santiago Pascual, Carlos Segura
End-to-end models for raw audio generation are a challenge, specially if they have to work with non-parallel data, which is a desirable setup in many situations. Voice conversion,…