Publications

2021

• Mixture weights optimisation for alpha-divergence variational inference
  
  • Daudel Kamélia
  • Douc Randal
  , 2021, 34, pp.4397--4408. (10.48550/arXiv.2106.05114)
  DOI : 10.48550/arXiv.2106.05114
• Scaling A Blockchain System For 5G-based Vehicular Networks Using Heuristic Sharding
  
  • Gu Pengwenlong
  • Zhong Dingjie
  • Hua Cunqing
  • Nait-Abdesselam Farid
  • Serhrouchni Ahmed
  • Khatoun Rida
  , 2021, 76 (9-10), pp.1-6. (10.1109/GLOBECOM46510.2021.9685234)
  DOI : 10.1109/GLOBECOM46510.2021.9685234
• Two-hop network with multiple decision centers under expected-rate constraints
  
  • Hamad Mustapha
  • Wigger Michèle
  • Sarkiss Mireille
  , 2021, pp.1-6. (10.1109/GLOBECOM46510.2021.9685750)
  DOI : 10.1109/GLOBECOM46510.2021.9685750
• Fast and lightweight binary and multi-branch Hoeffding Tree Regressors
  
  • Mastelini Saulo Martiello
  • Montiel Jacob
  • Gomes Heitor Murilo
  • Bifet Albert
  • Pfahringer Bernhard
  • Carvalho André C. P. L. F. De
  , 2021, pp.380--388. (10.1109/ICDMW53433.2021.00053)
  DOI : 10.1109/ICDMW53433.2021.00053
• Nonlinear impairments aware resource allocation for cognitive satellite systems
  
  • Louchart Arthur
  , 2021.
• Contributions to non-convex stochastic optimization and reinforcement learning
  
  • Barakat Anas
  , 2021.
• Deep Reinforcement Learning for Scheduling Uplink IoT Traffic with Strict Deadlines
  
  • Robaglia Benoît-Marie
  • Destounis Apostolos
  • Coupechoux Marceau
  • Tsilimantos Dimitrios
  , 2021, pp.1-6. (10.1109/GLOBECOM46510.2021.9685561)
  DOI : 10.1109/GLOBECOM46510.2021.9685561
• Conditional Alignment and Uniformity for Contrastive Learning with Continuous Proxy Labels
  
  • Dufumier Benoit
  • Gori Pietro
  • Victor Julie
  • Grigis Antoine
  • Duchesnay Edouard
  , 2021.
• Expected smoothness for stochastic variance-reduced methods and sketch-and-project methods for structured linear systems
  
  • Gazagnadou Nidham
  , 2021.
• Fast Approximation of the Sliced-Wasserstein Distance Using Concentration of Random Projections
  
  • Nadjahi Kimia
  • Durmus Alain
  • Jacob Pierre E.
  • Badeau Roland
  • Şimşekli Umut
  , 2021. (10.5555/3540261.3541211)
  DOI : 10.5555/3540261.3541211
• A Framework to Learn with Interpretation
  
  • Parekh Jayneel
  • Mozharovskyi Pavlo
  • d'Alché-Buc Florence
  , 2021.
• Survey on recent trends towards generalized differential and boomerang uniformities
  
  • Mesnager Sihem
  • Mandal Bimal
  • Msahli Mounira
  Cryptography and Communications - Discrete Structures, Boolean Functions and Sequences, Springer, 2021. (10.1007/s12095-021-00551-6)
  DOI : 10.1007/s12095-021-00551-6
• Machine learning approaches for the prediction of credit risk
  
  • Ausset Guillaume
  , 2021.
• Heavy Tails in SGD and Compressibility of Overparametrized Neural Networks
  
  • Barsbey Melih
  • Sefidgaran Milad
  • Erdogdu Murat A
  • Richard Gael
  • Şimşekli Umut
  , 2021.
• Les abeilles de Fibonacci
  
  • Zayana Karim
  • Lartigue Christophe
  • Rabiet Victor
  CultureMath, ENS, 2021.
• Private communication with quantum cascade laser photonic chaos
  
  • Spitz Olivier
  • Herdt Andreas
  • Wu Jiagui
  • Maisons Grégory
  • Carras Mathieu
  • Wong Chee-Wei
  • Elsässer Wolfgang
  • Grillot Frédéric
  Nature Communications, Nature Publishing Group, 2021, 12 (1). (10.1038/s41467-021-23527-9)
  DOI : 10.1038/s41467-021-23527-9
• Compressed Σ-Protocols for Bilinear Group Arithmetic Circuits and Application to Logarithmic Transparent Threshold Signatures
  
  • Attema Thomas
  • Cramer Ronald
  • Rambaud Matthieu
  , 2021, 13093, pp.526-556. (10.1007/978-3-030-92068-5_18)
  DOI : 10.1007/978-3-030-92068-5_18
• Uncovering recent progress in nanostructured light-emitters for information and communication technologies
  
  • Grillot Frédéric
  • Duan Jianan
  • Dong Bozhang
  • Huang Heming
  Light: Science and Applications, Nature Publishing Group, 2021, 10 (1). (10.1038/s41377-021-00598-3)
  DOI : 10.1038/s41377-021-00598-3
• Complete solution over F p n of the equation X p k + 1 + X + a = 0
  
  • Kim Kwang Ho
  • Choe Jong Hyok
  • Mesnager Sihem
  Finite Fields and Their Applications, Elsevier, 2021, 76, pp.101902. (10.1016/j.ffa.2021.101902)
  DOI : 10.1016/j.ffa.2021.101902
• Provably robust blind source separation of linear-quadratic near-separable mixtures
  
  • Kervazo Christophe
  • Gillis Nicolas
  • Dobigeon Nicolas
  SIAM Journal on Imaging Sciences, Society for Industrial and Applied Mathematics, 2021, 14 (4), pp.1848-1889. (10.1137/20M1382878)
  DOI : 10.1137/20M1382878
• Reducing Aging Impacts in Digital Sensors via Run-Time Calibration
  
  • Anik Md Toufiq Hasan
  • Ebrahimabadi Mohammad
  • Danger Jean-Luc
  • Guilley Sylvain
  • Karimi Naghmeh
  Journal of Electronic Testing: : Theory and Applications, Springer Verlag, 2021, 37 (5-6), pp.653-673. (10.1007/s10836-021-05976-8)
  DOI : 10.1007/s10836-021-05976-8
• Moving Target Defense Strategy in Critical Embedded Systems: A Game-theoretic Approach
  
  • Ayrault Maxime
  • Borde Etienne
  • Kühne Ulrich
  • Leneutre Jean
  , 2021, pp.27-36. (10.1109/PRDC53464.2021.00014)
  DOI : 10.1109/PRDC53464.2021.00014
• Apprentissage des systèmes de communications sans fil à base de plateformes SDR
  
  • Jabbour Chadi
  • Pham Dang-Kièn Germain
  , 2021.
• Versatile Video Coding for 3.0 Next Generation Digital TV in Brazil
  
  • Biatek Thibaud
  • Abdoli Mohsen
  • Raulet Mickael
  • Wieckowski Adam
  • Lehman Christian
  • Bross Benjamin
  • de Lagrange Philippe
  • François Edouard
  • Schaefer Ralf
  • Le Feuvre Jean
  SET INTERNATIONAL JOURNAL OF BROADCAST ENGINEERING, 2021, 2021 (1), pp.9-17. (10.18580/setijbe.2021.1)
  DOI : 10.18580/setijbe.2021.1
• An Anonymous Trace-and-Revoke Broadcast Encryption Scheme
  
  • Blazy Olivier
  • Mukherjee Sayantan
  • Nguyen Huyen
  • Hieu Phan Duong
  • Stehlé Damien
  , 2021, 13083, pp.214-233. (10.1007/978-3-030-90567-5_11)
  DOI : 10.1007/978-3-030-90567-5_11