Publications

2023

• Novel Distribution Matcher Design for Short Length Frames Based on Non-Binary Convolutional Codes
  
  • Klaimi Rami
  • Abouseif Akram
  • Rekaya Ghaya
  • Jaouën Yves
  , 2023.
• Multi-dimensional Energy Limitation in Sphere Shaping for Nonlinear Interference Noise Mitigation
  
  • Liu Jingtian
  • Awwad Élie
  • Jaouën Yves
  , 2023.
• Effective Impact of Modulation on Interchannel Nonlinear Effects in Realistic Submarine Links with Commercial Transceivers
  
  • Girard-Jollet Joana
  • Antona Jean-Christophe
  • Meseguer Alcatel Alexis Carbo
  • Dupont Sebastien
  • Garuz Richard
  • Zambrano Andrea Quintana
  • Othman Ghaya Rekaya-Ben
  , 2023, pp.1-5. (10.1109/ACP/POEM59049.2023.10369619)
  DOI : 10.1109/ACP/POEM59049.2023.10369619
• Exploring the potentials of online machine learning for predictive maintenance : a case study in the railway industry
  
  • Le Nguyen Minh-Huong
  • Turgis Fabien
  • Fayemi Pierre-Emmanuel
  • Bifet Albert
  Applied Intelligence, Springer Verlag, 2023, 53, pp.29758–29780. (10.1007/s10489-023-05092-4)
  DOI : 10.1007/s10489-023-05092-4
• Patch-Based Stochastic Attention for Image Editing
  
  • Cherel Nicolas
  • Almansa Andrés
  • Gousseau Yann
  • Newson Alasdair
  Computer Vision and Image Understanding, Elsevier, 2023, 238, pp.103866. (10.1016/j.cviu.2023.103866)
  DOI : 10.1016/j.cviu.2023.103866
• Pulmonary emphysema subtypes defined by unsupervised machine learning on CT scans
  
  • Angelini Elsa
  • Yang Jie
  • Balte Pallavi
  • Hoffman Eric
  • Manichaikul Ani
  • Sun Yifei
  • Shen Wei
  • Austin John
  • Allen Norrina
  • Bleecker Eugene
  • Bowler Russell
  • Cho Michael
  • Cooper Christopher
  • Couper David
  • Dransfield Mark
  • Garcia Christine Kim
  • Han Meilan
  • Hansel Nadia
  • Hughes Emlyn
  • Jacobs David
  • Kasela Silva
  • Kaufman Joel Daniel
  • Kim John Shinn
  • Lappalainen Tuuli
  • Lima Joao
  • Malinsky Daniel
  • Martinez Fernando
  • Oelsner Elizabeth
  • Ortega Victor
  • Paine Robert
  • Post Wendy
  • Pottinger Tess
  • Prince Martin
  • Rich Stephen
  • Silverman Edwin
  • Smith Benjamin
  • Swift Andrew
  • Watson Karol
  • Woodruff Prescott
  • Laine Andrew
  • Barr R Graham
  Thorax, BMJ Publishing Group, 2023, 78 (11), pp.1067-1079. (10.1136/thorax-2022-219158)
  DOI : 10.1136/thorax-2022-219158
• Singer Identity Representation Learning using Self-Supervised Techniques
  
  • Torres Bernardo
  • Lattner Stefan
  • Richard Gael
  , 2023.
• Concentration bounds for the empirical angular measure with statistical learning applications
  
  • Clémençon Stéphan
  • Jalalzai Hamid
  • Lhaut Stéphane
  • Sabourin Anne
  • Segers Johan
  Bernoulli, Bernoulli Society for Mathematical Statistics and Probability, 2023, 29 (4). (10.3150/22-BEJ1562)
  DOI : 10.3150/22-BEJ1562
• A Novel Information-Theoretic Objective to Disentangle Representations for Fair Classification
  
  • Colombo Pierre
  • Noiry Nathan
  • Staerman Guillaume
  • Piantanida Pablo
  , 2023, pp.184-198. (10.18653/v1/2023.findings-ijcnlp.17)
  DOI : 10.18653/v1/2023.findings-ijcnlp.17
• The Glass Ceiling of Automatic Evaluation in Natural Language Generation
  
  • Colombo Pierre
  • Peyrard Maxime
  • Noiry Nathan
  • West Robert
  • Piantanida Pablo
  , 2022, pp.178-183. (10.18653/v1/2023.findings-ijcnlp.16)
  DOI : 10.18653/v1/2023.findings-ijcnlp.16
• STUDD: a student-teacher method for unsupervised concept drift detection
  
  • Cerqueira Vítor
  • Gomes Heitor Murilo
  • Bifet Albert
  • Torgo Luís
  Machine Learning, Springer Verlag, 2023, 112 (11), pp.4351--4378. (10.1007/S10994-022-06188-7)
  DOI : 10.1007/S10994-022-06188-7
• THE HI-AUDIO ONLINE PLATFORM FOR DISTRIBUTED MUSIC CROWDSOURCING DATABASE COLLECTION
  
  • Gil Panal Jose Manuel
  • David Aurélien
  • Richard Gael
  , 2023.
• 5G vs Wifi6 downlink power consumption comparison for teleworking use case
  
  • Hentati Mohamed Yassine
  • Chahed Tijani
  • Ciblat Philippe
  • Coupechoux Marceau
  • Najeh Sameh
  , 2023, pp.1-9. (10.1109/ComNet60156.2023.10366633)
  DOI : 10.1109/ComNet60156.2023.10366633
• A Statistical Learning View of Simple Kriging
  
  • Siviero Emilia
  • Chautru Emilie
  • Clémençon Stéphan
  Test, Spanish Society of Statistics and Operations Research/Springer, 2023.
• Expanding bipartite Bell inequalities for maximum multi-partite randomness
  
  • Wooltorton Lewis
  • Brown Peter
  • Colbeck Roger
  , 2023.
• An Introduction to ALISA and Its Usage for an Industrial Railway System Case Study
  
  • Blouin Dominique
  • Crisafulli Paolo
  • Maxim Cristian
  • Caron Francoise
  Ada Letters, Association for Computing Machinery, 2023, 43 (1), pp.69-72. (10.1145/3631483.3631493)
  DOI : 10.1145/3631483.3631493
• Key Filtering in Cube Attacks from the Implementation Aspect
  
  • Fan Hao
  • Hao Yonglin
  • Wang Qingju
  • Gong Xinxin
  • Jiao Lin
  , 2023, 14342, pp.293-317. (10.1007/978-981-99-7563-1_14)
  DOI : 10.1007/978-981-99-7563-1_14
• Privacy-Preserving Digital Vaccine Passport
  
  • Duong Thai
  • Gao Jiahui
  • Phan Duong Hieu
  • Trieu Ni
  , 2023, 14342, pp.137-161. (10.1007/978-981-99-7563-1_7)
  DOI : 10.1007/978-981-99-7563-1_7
• Dually Computable Cryptographic Accumulators and Their Application to Attribute Based Encryption
  
  • Barthoulot Anaïs
  • Blazy Olivier
  • Canard Sébastien
  , 2023, 14342, pp.538-562. (10.1007/978-981-99-7563-1_24)
  DOI : 10.1007/978-981-99-7563-1_24
• A gem5 based Platform for Micro-Architectural Security Analysis
  
  • Forcioli Quentin
  • Danger Jean-Luc
  • Chaudhuri Sumanta
  , 2023, pp.91-99. (10.1145/3623652.3623674)
  DOI : 10.1145/3623652.3623674
• NOMA-based Scheduling and offloading for energy harvesting devices using reinforcement learning
  
  • Djemai Ibrahim
  • Sarkiss Mireille
  • Ciblat Philippe
  , 2024. (10.1109/IEEECONF59524.2023.10476942)
  DOI : 10.1109/IEEECONF59524.2023.10476942
• teex: A toolbox for the evaluation of explanations
  
  • Antonanzas Jesus
  • Jia Yunzhe
  • Frank Eibe
  • Bifet Albert
  • Pfahringer Bernhard
  Neurocomputing, Elsevier, 2023, 555, pp.126642. (10.1016/J.NEUCOM.2023.126642)
  DOI : 10.1016/J.NEUCOM.2023.126642
• Enabling programmable deterministic communications in 6G
  
  • Thi Minh-Thuyen
  • Ben Hadj Said Siwar
  • Roberty Adrien
  • Chbib Fadlallah
  • Khatoun Rida
  • Linguaglossa Leonardo
  , 2023.
• Time-Domain Audio Source Separation Based on Gaussian Processes with Deep Kernel Learning
  
  • Nugraha Aditya Arie
  • Carlo Diego Di
  • Bando Yoshiaki
  • Fontaine Mathieu
  • Yoshii Kazuyoshi
  , 2023.
• On the Trade-off between Over-smoothing and Over-squashing in Deep Graph Neural Networks
  
  • Giraldo Jhony H
  • Skianis Konstantinos
  • Bouwmans Thierry
  • Malliaros Fragkiskos D.
  , 2023, pp.566-576. (10.1145/3583780.3614997)
  DOI : 10.1145/3583780.3614997