Publications

2020

• Explicit Regularisation in Gaussian Noise Injections
  
  • Camuto Alexander
  • Willetts Matthew
  • Şimşekli Umut
  • Roberts Stephen
  • Holmes Chris
  , 2020.
• Advanced Optical Communications and Networking
  
  • Gallion Philippe
  Proceeding of International Conference on Optical & Wireless Technologies , OWT 2019, 2020, Éditeurs : Ghanshyam Singh, Manish Tiwari, Tawfik Ismail, Vijay Janyani.
• A new parametrization for the Rician distribution
  
  • Nicolas Jean Marie
  • Tupin Florence
  IEEE Geoscience and Remote Sensing Letters, IEEE - Institute of Electrical and Electronics Engineers, 2020. (10.1109/LGRS.2019.2957240)
  DOI : 10.1109/LGRS.2019.2957240
• SENSITIVITY ANALYSIS FOR STOCHASTIC SIMULATORS USING DIFFERENTIAL ENTROPY
  
  • Azzi Soumaya
  • Sudret Bruno
  • Wiart Joe
  International Journal for Uncertainty Quantification, Begell House Publishers, 2020, 10 (1), pp.25-33. (10.1615/Int.J.UncertaintyQuantification.2020031610)
  DOI : 10.1615/Int.J.UncertaintyQuantification.2020031610
• The POTUS Corpus, a database of weekly addresses for the study of stance in politics and virtual agents
  
  • Janssoone Thomas
  • Bailly Kevin
  • Richard Gael
  • Clavel Chloé
  , 2020, pp.11 - 16.
• Popularity-Based Full Replica Caching For Erasure-Coded Distributed Storage Systems
  
  • Ruty Guillaume
  • Baccouch Hana
  • Nguyen Victor
  • Surcouf André
  • Rougier Jean Louis
  • Boukhatem Nadia
  Cluster Computing, Springer Verlag, 2020.
• Analyse de représentations spatiales de la musique par des opérateurs simples de morphologie mathématique
  
  • Lascabettes P.
  • Bloch Isabelle
  • Agon C.
  , 2020.
• MR based PET motion correction for irregular respiratory motion
  
  • Djebra Y.
  • Marin T.
  • Han P.
  • Chemli Y.
  • Bloch Isabelle
  • El Fakhri G.
  • Ouyang J.
  • Petibon Y.
  • Ma C.
  , 2020.
• Motion Correction for brain PET using a Real Time Motion Capture System
  
  • Chemli Y.
  • Tétrault M.-A.
  • Marin T.
  • Toussaint M.
  • Bloch Isabelle
  • El Fakhri G.
  • Normandin M.
  • Ouyang J.
  • Petibon Y.
  , 2020.
• A Proof of the Beierle-Kranz-Leander Conjecture related to Lightweight Multiplication in $F_2^n$
  
  • Mesnager Sihem
  • Kim K. H.
  • Jo D.
  • Choe J.
  • Han M.
  • Lee D. N.
  Journal of Designs, Codes, and Cryptography, 2020.
• Uniform convergence rates for the approximated halfspace and projection depth
  
  • Nagy Stanislav
  • Dyckerhoff Rainer
  • Mozharovskyi Pavlo
  Electronic Journal of Statistics, Shaker Heights, OH : Institute of Mathematical Statistics, 2020, 14 (2). (10.1214/20-EJS1759)
  DOI : 10.1214/20-EJS1759
• SPECTRAL EMBEDDING OF REGULARIZED BLOCK MODELS
  
  • de Lara Nathan
  • Bonald Thomas
  , 2020.
• A Model-Based Combination Language for Scheduling Verification
  
  • Zhao Hui
  • Apvrille Ludovic
  • Mallet Frédéric
  , 2020.
• Statistical and Topological Properties of Sliced Probability Divergences
  
  • Nadjahi Kimia
  • Durmus Alain
  • Chizat Lénaïc
  • Kolouri Soheil
  • Shahrampour Shahin
  • Şimşekli Umut
  , 2020.
• A Fundamental Storage-Communication Tradeoff for Distributed Computing with Straggling Nodes
  
  • Yan Qifa
  • Wigger Michèle
  • Yang Sheng
  • Tang Xiaohu
  IEEE Transactions on Communications, Institute of Electrical and Electronics Engineers, 2020. (10.1109/TCOMM.2020.3020549)
  DOI : 10.1109/TCOMM.2020.3020549
• Quantitative Propagation of Chaos for SGD in Wide Neural Networks
  
  • de Bortoli Valentin
  • Durmus Alain
  • Fontaine Xavier
  • Şimşekli Umut
  , 2020.
• On the number of the rational zeros of linearized polynomials and the second-order nonlinearity of cubic Boolean functions.
  
  • Mesnager Sihem
  • Kim K.H.
  • Jo. M.S.
  Cryptography and Communications- Discrete Structures, Boolean Functions, and Sequences (CCDS),, 2020.
• Magnetic Tunnel Junction Applications
  
  • Maciel Nilson
  • Marques Elaine
  • Naviner Lirida
  • Zhou Yongliang
  • Cai Hao
  Sensors, MDPI, 2020, 20 (1), pp.121. (10.3390/s20010121)
  DOI : 10.3390/s20010121
• Hausdorff Dimension, Heavy Tails, and Generalization in Neural Networks
  
  • Şimşekli Umut
  • Sener Ozan
  • Deligiannidis George
  • Erdogdu Murat A.
  , 2020.
• Multi-Layer HARQ with Delayed Feedback
  
  • Khreis Alaa
  • Bassi Francesca
  • Ciblat Philippe
  • Duhamel Pierre
  IEEE Transactions on Wireless Communications, Institute of Electrical and Electronics Engineers, 2020. (10.1109/TWC.2020.3001420)
  DOI : 10.1109/TWC.2020.3001420
• Low Complexity MIMO Detection for CDL Mitigation in Multi-Core Fiber Transmission
  
  • Abouseif Akram
  • Rekaya-Ben Othman Ghaya
  • Jaouën Yves
  , 2020.
• Monadic Datalog, Tree Validity, and Limited Access Containment
  
  • Benedikt Michael
  • Bourhis Pierre
  • Gottlob Georg
  • Senellart Pierre
  ACM Transactions on Computational Logic, Association for Computing Machinery, 2020, 21 (1), pp.6:1-6:45. (10.1145/3344514)
  DOI : 10.1145/3344514
• Towards Phase Balancing using Energy Storage
  
  • Hashmi Md Umar
  • Horta José
  • Pereira Lucas
  • Lee Zachary
  • Bušić Ana
  • Kofman Daniel
  , 2020. (10.48550/arXiv.2002.04177)
  DOI : 10.48550/arXiv.2002.04177
• Multimodal Analysis of Cohesion in Multi-party Interactions
  
  • B Kantharaju Reshmashree
  • Langlet Caroline
  • Barange Mukesh
  • Clavel Chloé
  • Pelachaud Catherine I
  , 2020.
• Estimation of the Ricean K Factor in the presence of shadowing
  
  • Leturc Xavier
  • Ciblat Philippe
  • Le Martret Christophe J.
  IEEE Communications Letters, Institute of Electrical and Electronics Engineers, 2020, 24 (1), pp.108-112. (10.1109/LCOMM.2019.2950027)
  DOI : 10.1109/LCOMM.2019.2950027