Publications

2022

• How Cognitive Biases Affect XAI-assisted Decision-making: A Systematic Review
  
  • Bertrand Astrid
  • Belloum Rafik
  • Eagan James
  • Maxwell Winston
  , 2022. (10.1145/3514094.3534164)
  DOI : 10.1145/3514094.3534164
• Bayesian Information Gain to Design Interaction
  
  • Liu Wanyu
  • Rioul Olivier
  • Beaudouin-Lafon Michel
  , 2022.
• LP-ROBIN: Link prediction in dynamic networks exploiting incremental node embedding
  
  • Barracchia Emanuele Pio
  • Pio Gianvito
  • Bifet Albert
  • Gomes Heitor Murilo
  • Pfahringer Bernhard
  • Ceci Michelangelo
  Information Sciences, Elsevier, 2022, 606, pp.702--721. (10.1016/J.INS.2022.05.079)
  DOI : 10.1016/J.INS.2022.05.079
• Non-asymptotic bounds of point-to-point communication with or without perfect feedback using alpha-information theory
  
  • Rioul Olivier
  • Nguyen Hang
  , 2022. (10.1109/ICCE55644.2022.9852067)
  DOI : 10.1109/ICCE55644.2022.9852067
• Self-supervised training strategies for SAR image despeckling with deep neural networks
  
  • Dalsasso Emanuele
  • Denis Loïc
  • Muzeau Max
  • Tupin Florence
  , 2022.
• Brief Announcement: How to Tame Multiple Spending in Decentralized Cryptocurrencies
  
  • Bezerra João Paulo
  • Kuznetsov Petr
  , 2022, pp.427-429. (10.1145/3519270.3538465)
  DOI : 10.1145/3519270.3538465
• Mitigating Gender Bias in Face Recognition Using the von Mises-Fisher Mixture Model
  
  • Clémençon Stéphan
  • Conti Jean-Rémy
  • Noiry Nathan
  • Despiegel Vincent
  • Gentric Stéphane
  , 2022, PMLR 162:4344-4369.
• Brief Announcement
  
  • Freitas Luciano
  • Kuznetsov Petr
  • Tonkikh Andrei
  , 2022, pp.103-105. (10.1145/3519270.3538461)
  DOI : 10.1145/3519270.3538461
• Procédé d'appairage
  
  • Khalfaoui Sameh
  • Villard Arthur
  • MA Jingxuan
  • Leneutre Jean
  , 2022.
• Characterization of Optical Chaos in Mid-Infrared Interband Cascade Lasers: Towards High-Speed Free-Space Applications
  
  • Spitz O.
  • Zhao Shihao
  • Díaz-Thomas D.
  • Cerutti L.
  • Baranov A.
  • Rontani D.
  • Grillot Frédéric
  , 2022, pp.NpW2F.2. (10.1364/NP.2022.NpW2F.2)
  DOI : 10.1364/NP.2022.NpW2F.2
• Quantum computation capability verification protocol for NISQ devices with dihedral coset problem
  
  • Lin Ruge
  • Wen Weiqiang
  Physical Review A, American Physical Society, 2022, 106 (1), pp.012430. (10.1103/PhysRevA.106.012430)
  DOI : 10.1103/PhysRevA.106.012430
• Data depth: computation, applications, and beyond
  
  • Mozharovskyi Pavlo
  , 2022.
• Interactive Oracle Proofs of Proximity to Algebraic Geometry Codes
  
  • Bordage Sarah
  • Lhotel Mathieu
  • Nardi Jade
  • Randriam Hugues
  , 2022, pp.30:1--30:45. (10.4230/LIPIcs.CCC.2022.30)
  DOI : 10.4230/LIPIcs.CCC.2022.30
• What is randomness? The interplay between alpha-entropies, total variation and guessing
  
  • Rioul Olivier
  , 2022, 5 (30), pp.30. (10.3390/psf2022005030)
  DOI : 10.3390/psf2022005030
• Online Hyperparameter Optimization for Streaming Neural Networks
  
  • Gunasekara Nuwan
  • Gomes Heitor Murilo
  • Pfahringer Bernhard
  • Bifet Albert
  , 2022, pp.1--9. (10.1109/IJCNN55064.2022.9891953)
  DOI : 10.1109/IJCNN55064.2022.9891953
• Adaptive Model Compression of Ensembles for Evolving Data Streams Forecasting
  
  • Boulegane Dihia
  • Cerquiera Vitor
  • Bifet Albert
  , 2022, pp.1--8. (10.1109/IJCNN55064.2022.9892811)
  DOI : 10.1109/IJCNN55064.2022.9892811
• Learning to Predict Graphs with Fused Gromov-Wasserstein Barycenters
  
  • Brogat-Motte Luc
  • Flamary Rémi
  • Brouard Celine
  • Rousu Juho
  • d'Alché-Buc Florence
  , 2022, 162.
• Functional Output Regression with Infimal Convolution: Exploring the Huber and -insensitive Losses
  
  • Lambert Alex
  • Bouche Dimitri
  • Szabo Zoltan
  • d'Alché-Buc Florence
  , 2022, 162.
• Towards the Combination of Model Checking and Runtime Verification on Multi-agent Systems
  
  • Ferrando Angelo
  • Malvone Vadim
  , 2022.
• The devil hides in the model: Reviewing Blockchain and BFT protocols
  
  • Durand Antoine
  • Memmi Gérard
  , 2022.
• Sketched Newton--Raphson
  
  • Yuan Rui
  • Lazaric Alessandro
  • Gower Robert M
  SIAM Journal on Optimization, Society for Industrial and Applied Mathematics, 2022, 32 (3), pp.1555 - 1583. (10.1137/21m139788x)
  DOI : 10.1137/21m139788x
• Interband cascade technology for next-generation mid-IR communication and quantum applications
  
  • Spitz Olivier
  • Zhao Shiyuan
  • Didier Pierre
  • Diaz-Thomas Daniel Andres
  • Cerutti Laurent
  • Baranov Alexei
  • Knotig Hedwig
  • Weih Robert
  • Koth Johannes
  • Schwarz Benedikt
  • Grillot Frederic
  , 2022, pp.1-2. (10.1109/SUM53465.2022.9858128)
  DOI : 10.1109/SUM53465.2022.9858128
• Quantum Dots for Photonic Integrated Circuits: From Isolation-Free to Amplitude Noise Squeezing
  
  • Dong Bozhang
  • Zhao Shiyuan
  • Duan Jianan
  • Huang Heming
  • Norman Justin
  • Bowers John
  • Grillot Frederic
  , 2022, pp.1-2. (10.1109/SUM53465.2022.9858311)
  DOI : 10.1109/SUM53465.2022.9858311
• Efficient and broadband thin film lithium niobate telecom photon pair source and frequency domain applications
  
  • Henry Antoine
  • Zaquine Isabelle
  • Belabas Nadia
  • Bencheikh K.
  • Boes Andreas
  • Mitchell Arnan
  , 2022.
• On the Practicality of Relying on Simulations in Different Abstraction Levels for Pre-silicon Side-Channel Analysis
  
  • Bahrami Javad
  • Ebrahimabadi Mohammad
  • Takarabt Sofiane
  • Danger Jean-Luc
  • Guilley Sylvain
  • Karimi Naghmeh
  , 2022, 1, pp.661-668. (10.5220/0011307600003283)
  DOI : 10.5220/0011307600003283