Publications

2024

• HI-AUDIO ONLINE PLATFORM: OPPORTUNITIES AND CHALLENGES OF COLLECTING VARIED MUSIC DATA ON THE WEB
  
  • Gil Panal José Manuel
  • David Aurélien
  • Richard Gael
  , 2024.
• Learning quantum many-body systems from a few copies
  
  • Rouzé Cambyse
  • Stilck França Daniel
  Quantum, Verein, 2024, 8, pp.1319. (10.22331/q-2024-04-30-1319)
  DOI : 10.22331/q-2024-04-30-1319
• Diffusive limits of Lipschitz functionals of Poisson measures
  
  • Besançon Eustache
  • Coutin Laure
  • Decreusefond Laurent
  • Moyal Pascal
  The Annals of Applied Probability, Institute of Mathematical Statistics (IMS), 2024, 34 (1A), pp.555-584. (10.1214/23-AAP1972)
  DOI : 10.1214/23-AAP1972
• Analyse combinatoire
  
  • Hudry Olivier
  • Charon Irène
  , 2024.
• Machine Learning-Driven Low-Complexity Optical Power Optimization for Point-to-Point Links
  
  • Andrenacci Isaia
  • Lonardi Matteo
  • Ramantanis Petros
  • Awwad Élie
  • Irurozki Ekhiñe
  • Clémençon Stephan
  • Serena Paolo
  • Lasagni Chiara
  • Bigo Sébastien
  • Layec Patricia
  , 2024, pp.W2A.19. (10.1364/OFC.2024.W2A.19)
  DOI : 10.1364/OFC.2024.W2A.19
• The European approach to regulating AI through technical standards
  
  • Gornet Mélanie
  • Maxwell Winston
  Internet Policy Review, Alexander von Humboldt Institute for Internet and Society, 2024, 13 (3), pp.1-27. (10.14763/2024.3.1784)
  DOI : 10.14763/2024.3.1784
• New penalized criteria for smooth non-negative tensor factorization with missing entries
  
  • Durand Amaury
  • Roueff François
  • Jicquel Jean-Marc
  • Paul Nicolas
  IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2024, 72, pp.2233-2243. (10.1109/TSP.2024.3392357)
  DOI : 10.1109/TSP.2024.3392357
• Input Visualization: Collecting and Modifying Data with Visual Representations
  
  • Bressa Nathalie
  • Louis Jordan
  • Willett Wesley
  • Huron Samuel
  , 2024. (10.1145/3613904.3642808)
  DOI : 10.1145/3613904.3642808
• Stochastic Subgradient Descent Escapes Active Strict Saddles on Weakly Convex Functions
  
  • Bianchi Pascal
  • Hachem Walid
  • Schechtman Sholom
  Mathematics of Operations Research, INFORMS, 2024, 49 (3), pp.1761-1790. (10.1287/moor.2021.0194)
  DOI : 10.1287/moor.2021.0194
• The Impact of the COVID-19 Pandemic on Women's Contribution to Public Code
  
  • Casanueva Annalí
  • Rossi Davide
  • Zacchiroli Stefano
  • Zimmermann Théo
  Empirical Software Engineering, Springer Verlag, 2024. (10.1007/s10664-024-10552-7)
  DOI : 10.1007/s10664-024-10552-7
• Towards image compression with perfect realism at ultra-low bitrates
  
  • Careil Marlène
  • Muckley Matthew J.
  • Verbeek Jakob
  • Lathuilière Stéphane
  , 2024.
• Towards On-Device Learning on the Edge: Ways to Select Neurons to Update Under a Budget Constraint
  
  • Quélennec Aël
  • Tartaglione Enzo
  • Mozharovskyi Pavlo
  • Nguyen Van-Tam
  , 2024, pp.685-694. (10.1109/WACVW60836.2024.00080)
  DOI : 10.1109/WACVW60836.2024.00080
• RF-EMF Exposure Assessment of Fetus During the First Trimester of Pregnancy
  
  • Sandeep Srikumar
  • Vard Alireza
  • Guxens Mònica
  • Bloch Isabelle
  • Wiart Joe
  IEEE Access, IEEE, 2024, 12, pp.75311-75322. (10.1109/ACCESS.2024.3404369)
  DOI : 10.1109/ACCESS.2024.3404369
• A Novel Mixture Model for Characterizing Human Aiming Performance Data
  
  • Li Yanxi
  • Young Derek S
  • Gori Julien
  • Rioul Olivier
  Statistical Modelling, SAGE Publications, 2024. (10.1177/1471082X241234139)
  DOI : 10.1177/1471082X241234139
• Completeness, Recall, and Negation in Open-World Knowledge Bases: A Survey
  
  • Suchanek Fabian M.
  • Razniewski Simon
  • Arnaout Hiba
  • Ghosh Shrestha
  ACM Computing Surveys, Association for Computing Machinery, 2024.
• Model-Based Deep Learning for Music Information Research
  
  • Richard Gael
  • Lostanlen Vincent
  • Yang Yi-Hsuan
  • Müller Meinard
  IEEE Signal Processing Magazine, Institute of Electrical and Electronics Engineers, 2024.
• Exploring the potential of representation and transfer learning for anatomical neuroimaging: application to psychiatry
  
  • Dufumier Benoit
  • Gori Pietro
  • Petiton Sara
  • Louiset Robin
  • Mangin Jean-François
  • Grigis Antoine
  • Duchesnay Edouard
  NeuroImage, Elsevier, 2024.
• The Non-Cancelling Intersections Conjecture
  
  • Amarilli Antoine
  • Monet Mikaël
  • Suciu Dan
  , 2024.
• Self-Supervised Learning of Multi-level Audio Representations for Music Segmentation
  
  • Buisson Morgan
  • Mcfee Brian
  • Essid Slim
  • Crayencour Hélène
  IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2024, pp.1-13. (10.1109/TASLP.2024.3379894)
  DOI : 10.1109/TASLP.2024.3379894
• Reducing the Silicon Area Overhead of Counter-Based Rowhammer Mitigations
  
  • France Loïc
  • Bruguier Florent
  • Novo David
  • Mushtaq Maria
  • Benoit Pascal
  IEEE Computer Architecture Letters, Institute of Electrical and Electronics Engineers, 2024, 23 (1), pp.61-64. (10.1109/LCA.2023.3328824)
  DOI : 10.1109/LCA.2023.3328824
• Device-independent quantum key distribution based on routed Bell tests
  
  • Roy-Deloison Tristan Le
  • Lobo Edwin Peter
  • Pauwels Jef
  • Pironio Stefano
  , 2024.
• On Ranking-based Tests of Independence
  
  • Limnios Myrto
  • Clémençon Stéphan
  , 2024.
• A Gaussian Process Based Approach for Validation of Multi-Variable Measurement Systems: Application to SAR Measurement Systems
  
  • Bujard Cédric
  • Neufeld Esra
  • Douglas Mark
  • Wiart Joe
  • Kuster Niels
  IEEE Access, IEEE, 2024, 12, pp.60404-60424. (10.1109/ACCESS.2024.3393778)
  DOI : 10.1109/ACCESS.2024.3393778
• MALLIAVIN STRUCTURE FOR CONDITIONALLY INDEPENDENT RANDOM VARIABLES
  
  • Decreusefond Laurent
  • Vuong Christophe
  , 2024.
• Unsupervised Learning of Unbiased Visual Representations
  
  • Barbano Carlo Alberto
  • Tartaglione Enzo
  • Grangetto Marco
  IEEE Transactions on Artificial Intelligence, IEEE, 2024, pp.1-13. (10.1109/TAI.2024.3514554)
  DOI : 10.1109/TAI.2024.3514554