Xavier Siebert

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 19

Top Topics

Obstructive Sleep Apnea

Active Learning

Matrix Factorization

Top Venues

IEEE Signal Process. Lett.

Publications

Gulshan Sihag, Véronique Delcroix, Emmanuelle Grislin-Le Strugeon, Xavier Siebert, Sylvain Piechowiak, François Puisieux
Combining real data and expert knowledge to build a Bayesian Network - Application to assess multiple risk factors for fall among elderly people. Expert Syst. Appl. 252 (2024)
Otmane Amel, Sédrick Stassin, Sidi Ahmed Mahmoudi, Xavier Siebert
Multimodal Approach for Harmonized System Code Prediction. CoRR (2024)
Christophe Denis, Mohamed Hebiri, Boris Ndjia Njike, Xavier Siebert
Active learning algorithm through the lens of rejection arguments. Mach. Learn. 113 (2) (2024)
Otmane Amel, Sédrick Stassin, Sidi Ahmed Mahmoudi, Xavier Siebert
Multimodal Approach for Harmonized System Code Prediction. ESANN (2023)
Luca La Fisca, Celiane Jennebauffe, Marie Bruyneel, Laurence Ris, Laurent Lefebvre, Xavier Siebert, Bernard Gosselin
Enhancing OSA Assessment with Explainable AI. EMBC (2023)
Boris Ndjia Njike, Xavier Siebert
Nonparametric active learning for cost-sensitive classification. CoRR (2023)
Alexandre Englebert, Sédrick Stassin, Géraldin Nanfack, Sidi Ahmed Mahmoudi, Xavier Siebert, Olivier Cornu, Christophe De Vleeschouwer
Explaining through Transformer Input Sampling. ICCV (Workshops) (2023)
Sédrick Stassin, Otmane Amel, Sidi Ahmed Mahmoudi, Xavier Siebert
Similarity versus Supervision: Best Approaches for HS Code Prediction. ESANN (2023)
Luca La Fiscal, Celiane Jennebauffe, Marie Bruyneel, Laurence Ris, Laurent Lefebvre, Xavier Siebert, Bernard Gosselin
Explainable AI for EEG Biomarkers Identification in Obstructive Sleep Apnea Severity Scoring Task. NER (2023)
Boris Ndjia Njike, Xavier Siebert
Multi-class classification in nonparametric active learning. AISTATS (2022)
Gulshan Sihag, Pankaj Yadav, Vivek Vijay, Véronique Delcroix, Xavier Siebert, Sandeep Kumar Yadav, François Puisieux
Advantages of Oversampling Techniques: A Case Study in Risk Factors for Fall Prediction. ICT4AWE (Revised Selected Papers) (2022)
Gulshan Sihag, Pankaj Yadav, Véronique Delcroix, Vivek Vijay, Xavier Siebert, Sandeep Kumar Yadav, François Puisieux
Evaluation of Risk Factors for Fall in Elderly People from Imbalanced Data using the Oversampling Technique SMOTE. ICT4AWE (2022)
Pierre De Handschutter, Nicolas Gillis, Xavier Siebert
A survey on deep matrix factorizations. Comput. Sci. Rev. 42 (2021)
Boris Ndjia Njike, Xavier Siebert
Nonparametric adaptive active learning under local smoothness condition. CoRR (2021)
Pierre De Handschutter, Nicolas Gillis, Arnaud Vandaele, Xavier Siebert
Near-Convex Archetypal Analysis. IEEE Signal Process. Lett. 27 (2020)
Pierre De Handschutter, Nicolas Gillis, Xavier Siebert
Deep matrix factorizations. CoRR (2020)
Boris Ndjia Njike, Xavier Siebert
K-NN active learning under local smoothness assumption. CoRR (2020)
Gulshan Sihag, Véronique Delcroix, Emmanuelle Grislin, Xavier Siebert, Sylvain Piechowiak, François Puisieux
Prediction of Risk Factors for Fall using Bayesian Networks with Partial Health Information. GLOBECOM (Workshops) (2020)
Pierre De Handschutter, Nicolas Gillis, Arnaud Vandaele, Xavier Siebert
Near-Convex Archetypal Analysis. CoRR (2019)
Christian Frisson, Stéphane Dupont, Willy Yvart, Nicolas Riche, Xavier Siebert, Thierry Dutoit
AudioMetro: directing search for sound designers through content-based cues. Audio Mostly Conference (2014)
Massimo Gurrieri, Philippe Fortemps, Xavier Siebert
Alternative Decomposition Techniques for Label Ranking. IPMU (2) (2014)
Christian Frisson, Stéphane Dupont, Willy Yvart, Nicolas Riche, Xavier Siebert, Thierry Dutoit
A Proximity Grid Optimization Method to Improve Audio Search for Sound Design. ISMIR (2014)
Christian Frisson, Stéphane Dupont, Alexis Moinet, Cécile Picard-Limpens, Thierry Ravet, Xavier Siebert, Thierry Dutoit
VideoCycle: User-Friendly Navigation by Similarity in Video Databases. MMM (2) (2013)
Christian Frisson, Stéphane Dupont, Julien Leroy, Alexis Moinet, Thierry Ravet, Xavier Siebert, Thierry Dutoit
LoopJam: turning the dance floor into a collaborative instrumental map. NIME (2012)
Massimo Gurrieri, Xavier Siebert, Philippe Fortemps, Salvatore Greco, Roman Slowinski
Label Ranking: A New Rule-Based Label Ranking Method. IPMU (1) (2012)
Christian Frisson, Benoît Macq, Stéphane Dupont, Xavier Siebert, Damien Tardieu, Thierry Dutoit
DeviceCycle: Rapid and Reusable Prototyping of Gestural Interfaces, Applied to Audio Browsing by Similarity. NIME (2010)
Damien Tardieu, Xavier Siebert, Stéphane Dupont, Barbara Mazzarino, B. Blumenthal
An interactive installation for browsing a dance video database. ICME (2010)
Damien Tardieu, Xavier Siebert, Barbara Mazzarino, Ricardo Chessini, Julien Dubois, Stéphane Dupont, Giovanna Varni, Alexandra Visentin
Browsing a dance video collection: dance analysis and interface design. J. Multimodal User Interfaces 4 (1) (2010)