Publications

2021

• Power Allocation for Uplink Multiband Satellite Communications with Nonlinear Impairments
  
  • Louchart Arthur
  • Ciblat Philippe
  • Poulliat Charly
  IEEE Communications Letters, Institute of Electrical and Electronics Engineers, 2021, 25 (8), pp.2713-2717. (10.1109/LCOMM.2021.3087408)
  DOI : 10.1109/LCOMM.2021.3087408
• BAYESIAN NODE CLASSIFICATION FOR NOISY GRAPHS
  
  • Hafidi Hakim
  • Ghogho Mounir
  • Ciblat Philippe
  • Swami Ananthram
  , 2021.
• Optimizing Inner Product Masking Scheme by a Coding Theory Approach
  
  • Cheng Wei
  • Guilley Sylvain
  • Carlet Claude
  • Mesnager Sihem
  • Danger Jean-Luc
  IEEE Transactions on Information Forensics and Security, Institute of Electrical and Electronics Engineers, 2021, 16, pp.220-235. (10.1109/TIFS.2020.3009609)
  DOI : 10.1109/TIFS.2020.3009609
• River: machine learning for streaming data in Python
  
  • Montiel Jacob
  • Halford Max
  • Mastelini Saulo Martiello
  • Bolmier Geoffrey
  • Sourty Raphaël
  • Vaysse Robin
  • Zouitine Adil
  • Gomes Heitor Murilo
  • Read Jesse
  • Abdessalem Talel
  • Bifet Albert
  Journal of Machine Learning Research, Microtome Publishing, 2021, 22, pp.1-8. (10.48550/arXiv.2012.04740)
  DOI : 10.48550/arXiv.2012.04740
• Distributed Learning assisted Fronthaul Compression for Multi-Antenna Uplink C-RAN
  
  • Askri Aymen
  • Zhang Chao
  • Rekaya-Ben Othman Ghaya
  IEEE Access, IEEE, 2021.
• Automatic Feature Selection for Improved Interpretability on Whole Slide Imaging
  
  • Pirovano A.
  • Heuberger H.
  • Berlemont S.
  • Ladjal Saïd
  • Bloch Isabelle
  Machine Learning and Knowledge Extraction, MDPI, 2021, 3 (1), pp.243-262. (10.3390/make3010012)
  DOI : 10.3390/make3010012
• Screening Rules and its Complexity for Active Set Identification
  
  • Ndiaye Eugene
  • Fercoq Olivier
  • Salmon Joseph
  Journal of Convex Analysis, Heldermann, 2021, 28 (4), pp.1053--1072. (10.48550/arXiv.2009.02709)
  DOI : 10.48550/arXiv.2009.02709
• Infinite-dimensional gradient-based descent for alpha-divergence minimisation
  
  • Daudel Kamélia
  • Douc Randal
  • Portier François
  Annals of Statistics, Institute of Mathematical Statistics, 2021, 49 (4), pp.2250 - 2270.
• A Latent Transformer for Disentangled Face Editing in Images and Videos
  
  • Yao Xu
  • Newson Alasdair
  • Gousseau Yann
  • Hellier Pierre
  , 2021, pp.13789-13798.
• Sum-capacity of Uplink Multiband Satellite Communications with Nonlinear Impairments
  
  • Louchart Arthur
  • Ciblat Philippe
  • Poulliat Charly
  , 2021.
• Méta-apprentissage : classification de messages en catégories émotionnelles inconnues en entraînement
  
  • Guibon Gaël
  • Labeau Matthieu
  • Flamein Hélène
  • Lefeuvre Luce
  • Clavel Chloé
  , 2021, pp.199-208.
• Resolution of a Routing and Wavelength Assignment Problem by Independent Sets in Conflict Graphs
  
  • Hudry Olivier
  , 2021.
• Approximate Inference and Learning of State Space Models with Laplace Noise
  
  • Neri Julian
  • Depalle Philippe
  • Badeau Roland
  IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2021, 69, pp.3176 - 3189. (10.1109/tsp.2021.3075146)
  DOI : 10.1109/tsp.2021.3075146
• The Role of Digital Technologies in Responding to the Grand Challenges of the Natural Environment: The Windermere Accord
  
  • Blair Gordon
  • Bassett Richard
  • Bastin Louis
  • Beevers L.
  • Borrajo Garcia Maribel
  • Brown Mike
  • Dance Sarah L
  • Diaconescu Ada
  • Edwards Elizabeth
  • Ferrario Maria Angela
  • Fraser Robert
  • Harriet Fraser
  Patterns, Cell Press Elsevier, 2021.
• Dual Optimization for Kolmogorov Model Learning Using Enhanced Gradient Descent
  
  • Duan Qiyou
  • Ghauch Hadi
  • Kim Taejoon
  IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2021.
• Linewidth enhancement factor measurement by using phase modulation method for epitaxial quantum dot laser on silicon
  
  • Ding Shihao
  • Dong Bozhang
  • Huang Heming
  • Bowers John E
  • Grillot Frédéric
  , 2021.
• Identification of Rayleigh fading induced phase artifacts in coherent differential ϕ-OTDR
  
  • Dorize Christian
  • Guerrier Sterenn
  • Awwad Elie
  • Renaudier Jérémie
  Optics Letters, Optical Society of America - OSA Publishing, 2021, 46 (11), pp.2754. (10.1364/OL.427944)
  DOI : 10.1364/OL.427944
• Adaptation Mechanisms in Human-Agent Interaction: Effects on User's Impressions and Engagement
  
  • Biancardi Beatrice
  • Dermouche Soumia
  • Pelachaud Catherine
  Frontiers in Computer Science, Lausanne: Frontiers Media SA, 2021.
• KM Learning for Millimeter-Wave Beam Alignment and Tracking: Predictability and Interpretability
  
  • Ghauch Hadi
  • Duan Qiyou
  • Kim Taejoon
  IEEE Access, IEEE, 2021.
• Stimulating polarization switching dynamics in mid-infrared quantum cascade lasers
  
  • Spitz Olivier
  • Herdt Andreas
  • Elsässer Wolfgang
  • Grillot Frédéric
  Journal of the Optical Society of America B, Optical Society of America, 2021, 38 (8), pp.B35. (10.1364/JOSAB.425097)
  DOI : 10.1364/JOSAB.425097
• A Hitchhiker's Guide to Ontology
  
  • Suchanek Fabian
  , 2021.
• Modeling Imprecise and Bipolar Algebraic and Topological Relations using Morphological Dilations
  
  • Bloch Isabelle
  Mathematical Morphology - Theory and Applications, De Gruyter, 2021, 5 (1), pp.1-20. (10.1515/mathm-2020-0107)
  DOI : 10.1515/mathm-2020-0107
• Mathematical Morphology and Spatial Reasoning: Fuzzy and Bipolar Setting
  
  • Bloch Isabelle
  TWMS Journal of Pure and Applied Mathematics, TWMS : Turkic World Mathematical Society, 2021, 12 (1), pp.104-125.
• EXPERIMENTAL COMPARISON OF REGISTRATION METHODS FOR MULTISENSOR SAR-OPTICAL DATA
  
  • Pinel-Puysségur Béatrice
  • Maggiolo Luca
  • Roux Michel
  • Gasnier Nicolas
  • Solarna David
  • Moser Gabriele
  • Serpico Sebastiano B
  • Tupin Florence
  , 2021.
• Uplink Dimensioning Over Log-Normal Shadowing for OMA and NOMA Schemes
  
  • Liu Bin
  • Martins Philippe
  • Decreusefond Laurent
  • Gomez Jean-Sebastien
  • Song Rongfang
  IEEE Transactions on Vehicular Technology, Institute of Electrical and Electronics Engineers, 2021, 70 (5), pp.5126--5130. (10.1109/TVT.2021.3073982)
  DOI : 10.1109/TVT.2021.3073982