Xavier Siebert

According to our database, Xavier Siebert authored at least 23 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Active learning algorithm through the lens of rejection arguments.

Christophe Denis, Mohamed Hebiri, Boris Ndjia Njike, Xavier Siebert

Mach. Learn., February, 2024

2023

Nonparametric active learning for cost-sensitive classification.

Boris Ndjia Njike, Xavier Siebert

CoRR, 2023

Explainable AI for EEG Biomarkers Identification in Obstructive Sleep Apnea Severity Scoring Task.

Luca La Fisca, Celiane Jennebauffe, Marie Bruyneel, Laurence Ris, Laurent Lefebvre, Xavier Siebert, Bernard Gosselin

Proceedings of the 11th International IEEE/EMBS Conference on Neural Engineering, 2023

Explaining through Transformer Input Sampling.

Alexandre Englebert, Sédrick Stassin, Géraldin Nanfack, Sidi Ahmed Mahmoudi, Xavier Siebert, Olivier Cornu, Christophe De Vleeschouwer

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Enhancing OSA Assessment with Explainable AI.

Luca La Fisca, Celiane Jennebauffe, Marie Bruyneel, Laurence Ris, Laurent Lefebvre, Xavier Siebert, Bernard Gosselin

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Advantages of Oversampling Techniques: A Case Study in Risk Factors for Fall Prediction.

Gulshan Sihag, Pankaj Yadav, Vivek Vijay, Véronique Delcroix, Xavier Siebert, Sandeep Kumar Yadav, François Puisieux

Proceedings of the Information and Communication Technologies for Ageing Well and e-Health, 2022

Evaluation of Risk Factors for Fall in Elderly People from Imbalanced Data using the Oversampling Technique SMOTE.

Gulshan Sihag, Pankaj Yadav, Véronique Delcroix, Vivek Vijay, Xavier Siebert, Sandeep Kumar Yadav, François Puisieux

Proceedings of the 8th International Conference on Information and Communication Technologies for Ageing Well and e-Health, 2022

Multi-class classification in nonparametric active learning.

Boris Ndjia Njike, Xavier Siebert

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

A survey on deep matrix factorizations.

Pierre De Handschutter, Nicolas Gillis, Xavier Siebert

Comput. Sci. Rev., 2021

Nonparametric adaptive active learning under local smoothness condition.

Boris Ndjia Njike, Xavier Siebert

CoRR, 2021

2020

Near-Convex Archetypal Analysis.

Pierre De Handschutter, Nicolas Gillis, Arnaud Vandaele, Xavier Siebert

IEEE Signal Process. Lett., 2020

Deep matrix factorizations.

Pierre De Handschutter, Nicolas Gillis, Xavier Siebert

CoRR, 2020

K-NN active learning under local smoothness assumption.

Boris Ndjia Njike, Xavier Siebert

CoRR, 2020

Prediction of Risk Factors for Fall using Bayesian Networks with Partial Health Information.

Gulshan Sihag, Véronique Delcroix, Emmanuelle Grislin, Xavier Siebert, Sylvain Piechowiak, François Puisieux

Proceedings of the IEEE Globecom Workshops, 2020

2014

A Proximity Grid Optimization Method to Improve Audio Search for Sound Design.

Christian Frisson, Stéphane Dupont, Willy Yvart, Nicolas Riche, Xavier Siebert, Thierry Dutoit

Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

Alternative Decomposition Techniques for Label Ranking.

Massimo Gurrieri, Philippe Fortemps, Xavier Siebert

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

AudioMetro: directing search for sound designers through content-based cues.

Christian Frisson, Stéphane Dupont, Willy Yvart, Nicolas Riche, Xavier Siebert, Thierry Dutoit

Proceedings of the Audio Mostly 2014, AM '14, 2014

2013

VideoCycle: User-Friendly Navigation by Similarity in Video Databases.

Christian Frisson, Stéphane Dupont, Alexis Moinet, Cécile Picard-Limpens, Thierry Ravet, Xavier Siebert, Thierry Dutoit

Proceedings of the Advances in Multimedia Modeling, 19th International Conference, 2013

2012

LoopJam: turning the dance floor into a collaborative instrumental map.

Christian Frisson, Stéphane Dupont, Julien Leroy, Alexis Moinet, Thierry Ravet, Xavier Siebert, Thierry Dutoit

Proceedings of the 12th International Conference on New Interfaces for Musical Expression, 2012

Label Ranking: A New Rule-Based Label Ranking Method.

Massimo Gurrieri, Xavier Siebert, Philippe Fortemps, Salvatore Greco, Roman Slowinski

Proceedings of the Advances on Computational Intelligence, 2012

2010

Browsing a dance video collection: dance analysis and interface design.

Damien Tardieu, Xavier Siebert, Barbara Mazzarino, Ricardo Chessini, Julien Dubois, Stéphane Dupont, Giovanna Varni, Alexandra Visentin

J. Multimodal User Interfaces, 2010

DeviceCycle: Rapid and Reusable Prototyping of Gestural Interfaces, Applied to Audio Browsing by Similarity.

Christian Frisson, Benoît Macq, Stéphane Dupont, Xavier Siebert, Damien Tardieu, Thierry Dutoit

Proceedings of the 10th International Conference on New Interfaces for Musical Expression, 2010

An interactive installation for browsing a dance video database.

Damien Tardieu, Xavier Siebert, Stéphane Dupont, Barbara Mazzarino, B. Blumenthal

Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010