Publications

2020

• TRADI: Tracking deep neural network weight distributions
  
  • Franchi Gianni
  • Bursuc Andrei
  • Aldea Emanuel
  • Dubuisson Séverine
  • Bloch Isabelle
  , 2020. (10.48550/arXiv.1912.11316)
  DOI : 10.48550/arXiv.1912.11316
• A Cognitive Control System for Managing Runtime Uncertainty in Self-Integrating Autonomic Systems
  
  • Pol Marius
  • Diaconescu Ada
  , 2020.
• 1.3-µm passively mode-locked quantum dot lasers epitaxially grown on silicon: gain properties and optical feedback stabilization
  
  • Dong Bozhang
  • de Labriolle Xavier C
  • Liu Songtao
  • Dumont Mario
  • Huang Heming
  • Duan Jianan
  • Norman Justin C
  • Bowers John E
  • Grillot Frédéric
  Journal of Physics: Photonics, IOP Science, 2020, 2. (10.1088/2515-7647/aba5a6)
  DOI : 10.1088/2515-7647/aba5a6
• Quantum weak coin flipping with a single photon
  
  • Bozzio Mathieu
  • Chabaud Ulysse
  • Kerenidis Iordanis
  • Diamanti Eleni
  Physical Review A, American Physical Society, 2020, 102 (2), pp.022414. (10.1103/PhysRevA.102.022414)
  DOI : 10.1103/PhysRevA.102.022414
• A Decentralized Approach to Explanatory Artificial Intelligence for Autonomic Systems
  
  • Houze Etienne
  • Diaconescu Ada
  • Dessalles Jean-Louis
  • Menga David
  • Schumann Mathieu
  , 2020, pp.115-120. (10.1109/ACSOS-C51401.2020.00041)
  DOI : 10.1109/ACSOS-C51401.2020.00041
• Online Trajectory Optimization Using Inexact Gradient Feedback for Time-Varying Environments
  
  • Nutalapati Mohan Krishna
  • Bedi Amrit Singh
  • Rajawat Ketan
  • Coupechoux Marceau
  IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2020, 68, pp.4824-4838. (10.1109/TSP.2020.3015276)
  DOI : 10.1109/TSP.2020.3015276
• Finite Open-world Query Answering with Number Restrictions
  
  • Amarilli Antoine
  • Benedikt Michael
  ACM Transactions on Computational Logic, Association for Computing Machinery, 2020, 21 (4), pp.1-73. (10.1145/3365834)
  DOI : 10.1145/3365834
• Challenge Codes for Physically Unclonable Functions with Gaussian Delays: A Maximum Entropy Problem
  
  • Schaub Alexander
  • Rioul Olivier
  • Danger Jean-Luc
  • Guilley Sylvain
  • Boutros Joseph J.
  Advances in Mathematics of Communications, AIMS, 2020, 14 (3), pp.491-505.
• Connecting Knowledge Compilation Classes and Width Parameters
  
  • Amarilli Antoine
  • Capelli Florent
  • Monet Mikaël
  • Senellart Pierre
  Theory of Computing Systems, Springer Verlag, 2020. (10.1007/s00224-019-09930-2)
  DOI : 10.1007/s00224-019-09930-2
• SAR Image Despeckling by Deep Neural Networks: from a Pre-Trained Model to an End-to-End Training Strategy
  
  • Dalsasso Emanuele
  • Yang Xiangli
  • Denis Loïc
  • Tupin Florence
  • Yang Wen
  Remote Sensing, MDPI, 2020, 12 (16), pp.2636. (10.3390/rs12162636)
  DOI : 10.3390/rs12162636
• Design of an Integrated Platform for Mapping Residential Exposure to Rf-Emf Sources
  
  • Regrain Corentin
  • Caudeville Julien
  • de Seze René
  • Guedda Mohammed
  • Chobineh Amirreza
  • de Doncker Philippe
  • Petrillo Luca
  • Chiaramello Emma
  • Parazzini Marta
  • Joseph Wout
  • Aerts Sam
  • Huss Anke
  • Wiart Joe
  International Journal of Environmental Research and Public Health, MDPI, 2020, 17 (15), pp.5339. (10.3390/ijerph17155339)
  DOI : 10.3390/ijerph17155339
• Everlasting Secure Key Agreement with performance beyond QKD in a Quantum Computational Hybrid security model
  
  • Vyas Nilesh
  • Alleaume Romain
  , 2020.
• Misbehavior detection for cooperative intelligent transport systems (C-ITS)
  
  • Kamel Joseph
  , 2020.
• Why Facial Recognition Algorithms Can't be Perfectly Fair
  
  • Maxwell Winston
  • Clémençon Stéphan
  The Conversation France, The Conversation Media Group [•2015-....], 2020.
• On Ensemble Techniques for Data Stream Regression
  
  • Gomes Heitor Murilo
  • Montiel Jacob
  • Mastelini Saulo Martiello
  • Pfahringer Bernhard
  • Bifet Albert
  , 2020, pp.1--8. (10.1109/IJCNN48605.2020.9206756)
  DOI : 10.1109/IJCNN48605.2020.9206756
• A Fully Connected Neural Network Approach to Mitigate Fiber Nonlinear Effects in 200G DP-16-QAM Transmission System
  
  • Catanese Clara
  • Ayassi Reda
  • Pincemin Erwan
  • Jaouën Yves
  , 2020, pp.1-4. (10.1109/ICTON51198.2020.9203197)
  DOI : 10.1109/ICTON51198.2020.9203197
• Randomizing the Self-Adjusting Memory for Enhanced Handling of Concept Drift
  
  • Bifet Albert
  • Losing Viktor
  • Hammer Barbara
  • Wersing Heiko
  , 2020, pp.1--8. (10.1109/IJCNN48605.2020.9207583)
  DOI : 10.1109/IJCNN48605.2020.9207583
• Performance measures for evolving predictions under delayed labelling classification
  
  • Grzenda Maciej
  • Gomes Heitor Murilo
  • Bifet Albert
  , 2020, pp.1--8. (10.1109/IJCNN48605.2020.9207256)
  DOI : 10.1109/IJCNN48605.2020.9207256
• Adaptive XGBoost for Evolving Data Streams
  
  • Montiel Jacob
  • Mitchell Rory
  • Frank Eibe
  • Pfahringer Bernhard
  • Abdessalem Talel
  • Bifet Albert
  , 2020, pp.1--8. (10.1109/IJCNN48605.2020.9207555)
  DOI : 10.1109/IJCNN48605.2020.9207555
• CS-ARF: Compressed Adaptive Random Forests for Evolving Data Stream Classification
  
  • Bahri Maroua
  • Gomes Heitor Murilo
  • Bifet Albert
  • Maniu Silviu
  , 2020, pp.1-8. (10.1109/IJCNN48605.2020.9207188)
  DOI : 10.1109/IJCNN48605.2020.9207188
• EVALUATION OF SPECIFIC ABSORPTION RATE IN THE FAR-FIELD, NEAR-TO-FAR FIELD AND NEAR-FIELD REGIONS FOR INTEGRATIVE RADIOFREQUENCY EXPOSURE ASSESSMENT
  
  • Liorni Ilaria
  • Capstick Myles
  • van Wel Luuk
  • Wiart Joe
  • Joseph Wout
  • Cardis Elisabeth
  • Guxens Mònica
  • Vermeulen Roel
  • Thielens Arno
  Radiation Protection Dosimetry, Oxford University Press (OUP), 2020, 190 (4), pp.459-472. (10.1093/rpd/ncaa127)
  DOI : 10.1093/rpd/ncaa127
• Cross-layer congestion control and quality of services in mobile networks
  
  • Zhong Zhenzhe
  , 2020.
• Reactive or Stable: A Plant-inspired Approach for Business Organisation Morphogenesis
  
  • Zahada Payam
  • Diaconescu Ada
  , 2020.
• Duality in RKHSs with Infinite Dimensional Outputs: Application to Robust Losses
  
  • Laforgue Pierre
  • Lambert Alex
  • Brogat-Motte Luc
  • d'Alché-Buc Florence
  Proceedings of the 37th International Conference on Machine Learning, 2020.
• Real-time Anticipation of Occlusions for Automated Camera Control in Toric Space
  
  • Burg Ludovic
  • Lino Christophe
  • Christie Marc
  Computer Graphics Forum, Wiley, 2020, xx (2), pp.1 - 11. (10.1111/cgf.13949)
  DOI : 10.1111/cgf.13949