Publications

2021

• Learning from Biased Data: A Semi-Parametric Approach
  
  • Clémençon Stéphan
  • Bertail Patrice
  • Guyonvarch Yannick
  • Noiry Nathan
  , 2021 (139), pp.803-812.
• Generalization Bounds in the Presence of Outliers: a Median-of-Means Study
  
  • Laforgue Pierre
  • Staerman Guillaume
  • Clémençon Stéphan
  , 2021.
• Confident Interpretations of Black Box Classifiers
  
  • Radulovic Nedeljko
  • Bifet Albert
  • Suchanek Fabian
  , 2021, pp.1-8. (10.1109/IJCNN52387.2021.9534234)
  DOI : 10.1109/IJCNN52387.2021.9534234
• Cross-Modal Music-Video Recommendation: A Study of Design Choices
  
  • Prétet Laure
  • Richard Gael
  • Peeters Geoffroy
  , 2021.
• Unbalanced Mallows Models for Optimizing Expensive Black-Box Permutation Problems
  
  • Irurozki Ekhine
  • López-Ibáñez Manuel
  , 2021. (10.1145/3449639.3459366)
  DOI : 10.1145/3449639.3459366
• Dimensioning cellular IoT network using stochastic geometry and machine learning techniques
  
  • Nguyen Tuan Anh
  , 2021.
• Interaction Fidelity vs User’s Workload in a VR Environment: A Pilot Study
  
  • Mancini Maurizio
  • Spreadborough Jake
  • Maye Laura
  • Biancardi Beatrice
  • Varni Giovanna
  , 2021.
• On the Capacity Region of Gaussian Broadcast Channels under Two-Sided Noisy Feedback
  
  • Ravi Aditya Narayan
  • Pillai Sibi Raj B.
  • Prabhakaran Vinod M
  • Wigger Michèle
  , 2021, pp.2870-2875. (10.1109/ISIT45174.2021.9518098)
  DOI : 10.1109/ISIT45174.2021.9518098
• Exploiting multi-temporal information for improved speckle reduction of Sentinel-1 SAR images by deep learning
  
  • Dalsasso Emanuele
  • Meraoumia Inès
  • Denis Loïc
  • Tupin Florence
  , 2021. (10.1109/IGARSS47720.2021.9554555)
  DOI : 10.1109/IGARSS47720.2021.9554555
• Bent Sequences over Hadamard Codes for Physically Unclonable Functions
  
  • Solé Patrick
  • Cheng Wei
  • Guilley Sylvain
  • Rioul Olivier
  , 2021, pp.801-806. (10.1109/ISIT45174.2021.9517752)
  DOI : 10.1109/ISIT45174.2021.9517752
• Arithmétique efficace des extensions de corps finis
  
  • Rousseau Édouard
  , 2021.
• A review of deep-learning techniques for SAR image restoration
  
  • Denis Loïc
  • Dalsasso Emanuele
  • Tupin Florence
  , 2021. (10.1109/IGARSS47720.2021.9555039)
  DOI : 10.1109/IGARSS47720.2021.9555039
• Error-Correction for Sparse Support Recovery Algorithms
  
  • Mehrabi Mohammad
  • Tchamkerten Aslan
  , 2021, pp.1754-1759. (10.1109/ISIT45174.2021.9518027)
  DOI : 10.1109/ISIT45174.2021.9518027
• Cumulant Expansion of Mutual Information for Quantifying Leakage of a Protected Secret
  
  • Rioul Olivier
  • Cheng Wei
  • Guilley Sylvain
  , 2021.
• Concentric Mixtures of Mallows Models for Top-k Rankings: Sampling and Identifiability
  
  • Collas Fabien
  • Irurozki Ekhine
  , 2021.
• First-and Second-Moment Constrained Gaussian Channels
  
  • Ma Shuai
  • Wigger Michèle
  , 2021.
• Despeckling Sentinel-1 GRD images by deep learning and application to narrow river segmentation
  
  • Gasnier Nicolas
  • Dalsasso Emanuele
  • Denis Loïc
  • Tupin Florence
  , 2021. (10.1109/igarss47720.2021.9554350)
  DOI : 10.1109/igarss47720.2021.9554350
• Dynamic Membership for Regular Languages
  
  • Amarilli Antoine
  • Jachiet Louis
  • Paperman Charles
  , 2021, 198, pp.116:1--116:17. (10.4230/LIPIcs.ICALP.2021.116)
  DOI : 10.4230/LIPIcs.ICALP.2021.116
• Learning Output Embeddings in Structured Prediction
  
  • Brogat-Motte Luc
  • Rudi Alessandro
  • Brouard Celine
  • Rousu Juho
  • d'Alché-Buc Florence
  , 2021.
• Information Leakages in Code-based Masking: A Unified Quantification Approach
  
  • Cheng Wei
  • Guilley Sylvain
  • Carlet Claude
  • Danger Jean-Luc
  • Mesnager Sihem
  IACR Transactions on Cryptographic Hardware and Embedded Systems, IACR, 2021, pp.465-495. (10.46586/tches.v2021.i3.465-495)
  DOI : 10.46586/tches.v2021.i3.465-495
• Adaptive streaming using Peer-to-Peer and HTTP
  
  • Yousef Hiba
  , 2021.
• Learning function-valued functions in reproducible kernel Hilbert spaces with integral losses : Application to infinite task learning
  
  • Lambert Alex
  , 2021.
• Recent progress in quantum dot distributed feedback lasers with large wavelength detuning for uncooled and isolation-free applications
  
  • Grillot Frédéric
  , 2021.
• Detection of Security Vulnerabilities Induced by Integer Errors
  
  • Kissi Salim
  • Seladji Yassamine
  • Ameur-Boulifa Rabéa
  , 2021, 1, pp.177-184. (10.5220/0010551301770184)
  DOI : 10.5220/0010551301770184
• Detection of Security Vulnerabilities induced by Integer errors
  
  • Kissi Salim Yahia
  • Seladji Yassamine
  • Ameur Boulifa Rabéa
  , 2021.