Journal articles

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Alin Achim, Luca Calatroni, Serena Morigi, Gabriele Scrivanti. Space-Variant Image Reconstruction via Cauchy Regularisation: Application to Optical Coherence Tomography. Signal Processing, 2023, 205, ⟨10.1016/j.sigpro.2022.108866⟩. ⟨hal-03594202v2⟩

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Adrien Bordner, Théodore Aouad, Clementina Lopez Medina, Sisi Yang, Anna Molto, et al.. A deep learning model for the diagnosis of sacroiliitis according to Assessment of SpondyloArthritis International Society classification criteria with magnetic resonance imaging. Diagnostic and Interventional Imaging, 2023, pp.1-11. ⟨10.1016/j.diii.2023.03.008⟩. ⟨hal-04083189⟩

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Vincent Couteaux, Cheng Zhang, Sébastien Mulé, Laurent Milot, Pierre-Jean Valette, et al.. Synthetic MR image generation of macrotrabecular-massive hepatocellular carcinoma using generative adversarial networks. Diagnostic and Interventional Imaging, In press, ⟨10.1016/j.diii.2023.01.003⟩. ⟨hal-03961793⟩

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Cédric Delmon, Erwan Ferrandon, Emilie Chouzenoux, Audrey Prorot, Sophie Alain, et al.. A computational two-photon fluorescence approach for revealing label-free the 3D image of viruses and bacteria. Journal of Biophotonics, In press, ⟨10.1002/jbio.202200266⟩. ⟨hal-03925176⟩

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Pooja Gupta, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia. DeConDFFuse: Predicting drug-drug interaction using joint deep convolutional transform learning and decision forest fusion framework. Expert Systems with Applications, In press, pp.22. ⟨10.1016/j.eswa.2023.120238⟩. ⟨hal-04089994⟩

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Stuti Jain, Emilie Chouzenoux, Kriti Kumar, Angshul Majumdar. Graph Regularized Probabilistic Matrix Factorization for Drug-Drug Interactions Prediction. IEEE Journal of Biomedical and Health Informatics, 2023, 27 (5), pp.2565-2574. ⟨10.1109/JBHI.2023.3246225⟩. ⟨hal-04089977⟩

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Sébastien Mulé, Littisha Lawrance, Younes Belkouchi, Valérie Vilgrain, Maité Lewin, et al.. Generative adversarial networks (GAN)-based data augmentation of rare liver cancers: The SFR 2021 Artificial Intelligence Data Challenge. Diagnostic and Interventional Imaging, 2023, 104 (1), pp.43-48. ⟨10.1016/j.diii.2022.09.005⟩. ⟨hal-03907631⟩

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Sagar Verma, Nicolas Henwood, Marc Castella, Al Kassem Jebai, Jean-Christophe Pesquet. Neural speed–torque estimator for induction motors in the presence of measurement noise. IEEE Transactions on Industrial Electronics, 2023, 70 (1), pp.167 - 177. ⟨10.1109/tie.2022.3153830⟩. ⟨hal-03887116⟩

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Paul Zheng, Emilie Chouzenoux, Laurent Duval. PENDANTSS: PEnalized Norm-ratios Disentangling Additive Noise, Trend and Sparse Spikes. IEEE Signal Processing Letters, 2023, 30, pp.215-219. ⟨10.1109/LSP.2023.3251891/mm1⟩. ⟨hal-03924136⟩

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Conference papers

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Emilie Chouzenoux, Víctor Elvira. GRAPHIT: Iterative reweighted l1 algorithm for sparse graph inference in state-space models. ICASSP 2023 - IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes (Grèce), Greece. ⟨10.1109/ICASSP49357.2023.10096021⟩. ⟨hal-04094496⟩

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Clément Cosserat, Ben Gabrielson, Emilie Chouzenoux, Jean-Christophe Pesquet, Tülay Adali. A proximal approach to IVA-G with convergence guarantees. ICASSP 2023 - IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes (Grèce), Greece. ⟨10.1109/ICASSP49357.2023.10096421⟩. ⟨hal-04094479⟩

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Thomas Guilmeau, Emilie Chouzenoux, Víctor Elvira. Adaptive simulated annealing through alternating Renyi divergence minimization. ICASSP 2023 - IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes (Grèce), Greece. ⟨10.1109/ICASSP49357.2023.10096619⟩. ⟨hal-04094489⟩

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Reports

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Emilie Chouzenoux, Jean-Baptiste Fest. Convergence Analysis of Block Majorize-Minimize Subspace Approach. Inria Saclay - Île de France. 2023. ⟨hal-03920026v2⟩

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Theses

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Kavya Gupta. Stability Quantification of Neural Networks. Neural and Evolutionary Computing [cs.NE]. Université Paris-Saclay, 2023. English. ⟨NNT : 2023UPAST004⟩. ⟨tel-04047901⟩

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Surabhi Jagtap. Multilayer Graph Embeddings for Omics Data Integration in Bioinformatics. Bioinformatics [q-bio.QM]. Université Paris-Saclay, 2023. English. ⟨NNT : 2023UPAST014⟩. ⟨tel-04073949⟩

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Preprints, Working Papers, ...

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Mathieu Chalvidal, Emilie Chouzenoux, Jean-Baptiste Fest, Claire Lefort. Block Delayed Majorize-Minimize Subspace Algorithm for Large Scale Image Restoration. 2023. ⟨hal-03764677v3⟩

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Emilie Chouzenoux, Jean-Baptiste Fest, Audrey Repetti. A Kurdyka-Lojasiewicz property for stochastic optimization algorithms in a non-convex setting. 2023. ⟨hal-03992655⟩

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Thomas Guilmeau, Alain Rapaport. Multiplicity of periodic orbits with coexistence in the chemostat subject to periodic removal rate. 2023. ⟨hal-03982233⟩

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Kavya Gupta, Sagar Verma. CertViT: Certified Robustness of Pre-Trained Vision Transformers. 2023. ⟨hal-03966892⟩

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Jean-Christophe Pesquet, Corneliu Burileanu, Ana-Antonia Neacșu. EMG-Based Automatic Gesture Recognition Using Robust Neural Networks (Extended version). 2023. ⟨hal-03751766v2⟩

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