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A Random Block-Coordinate Douglas-Rachford Splitting Method with Low Computational Complexity for Binary Logistic Regression

Luis Briceño-Arias , Giovanni Chierchia , Emilie Chouzenoux , Jean-Christophe Pesquet
Computational Optimization and Applications, 2019, 72 (3), pp.707-726. ⟨10.1007/s10589-019-00060-6⟩
Article dans une revue hal-01672507v1
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Domain-Aware Augmentations for Unsupervised Online General Continual Learning

Nicolas Michel , Romain Negrel , Giovanni Chierchia , Jean-François Bercher
The 34th British Machine Vision Conference, Nov 2023, Aberdeen, United Kingdom. ⟨10.48550/arXiv.2309.06896⟩
Communication dans un congrès hal-04425453v1
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SAR image despeckling through convolutional neural networks

Giovanni Chierchia , Davide Cozzolino , Giovanni Poggi , Luisa Verdoliva
IEEE International Geoscience and Remote Sensing Symposium, Jul 2017, Fort Worth, Texas, United States
Communication dans un congrès hal-01710036v1

Deep learning‐enabled imaging flow cytometry for high‐speed Cryptosporidium and Giardia detection

Shaobo Luo , Tarik Bourouina , Giovanni Chierchia , Hugues Talbot , Ai-Qun Liu , et al.
Cytometry Part A, 2021, ⟨10.1002/cyto.a.24321⟩
Article dans une revue hal-03161362v1

Multilayer Network Data Clustering

Mireille El Gheche , Giovanni Chierchia , Pascal Frossard
2019
Pré-publication, Document de travail hal-02150018v1
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DeConDFFuse : Predicting Drug-Drug Interaction using joint Deep Convolutional Transform Learning and Decision Forest fusion framework

Pooja Gupta , Angshul Majumdar , Emilie Chouzenoux , Giovanni Chierchia
Inria Saclay. 2022
Rapport hal-03897934v1

Parallel Implementations of a Disparity Estimation Algorithm based on a Proximal Splitting Method

R. Gaetano , Giovanni Chierchia , Beatrice Pesquet-Popescu
Visual Communications and Image Processing, Nov 2012, San Diego, United States. ⟨10.1109/VCIP.2012.6410734⟩
Communication dans un congrès hal-02288347v1
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Deep Convolutional Transform Learning

Jyoti Maggu , Angshul Majumdar , Emilie Chouzenoux , Giovanni Chierchia
ICONIP 2020 - 27th International Conference on Neural Information Processing, Nov 2020, Bangkok, Thailand
Communication dans un congrès hal-02943652v1
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Supervised Learning of Hierarchical Image Segmentation

Raphael Lapertot , Giovanni Chierchia , Benjamin Perret
26th Iberoamerican Congress on Pattern Recognition (CIARP), Instituto Superior de Educação e Ciências (ISEC), Nov 2023, Coimbra (Portugal), Portugal. pp.201-213, ⟨10.1007/978-3-031-49018-7_15⟩
Communication dans un congrès hal-04205711v2
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Higra: Hierarchical Graph Analysis

Benjamin Perret , Giovanni Chierchia , Jean Cousty , Silvio Jamil F. Guimarães , Yukiko Kenmochi , et al.
SoftwareX, 2019, 10, pp.100335. ⟨10.1016/j.softx.2019.100335⟩
Article dans une revue hal-02309938v1

Ultrametric fitting by gradient descent

Giovanni Chierchia , Benjamin Perret
Journal of Statistical Mechanics: Theory and Experiment, 2020, 2020 (12), pp.124004. ⟨10.1088/1742-5468/abc62d⟩
Article dans une revue hal-03113554v1

Yapa: Accelerated Proximal Algorithm for Convex Composite Problems

Giovanni Chierchia , Mireille El Gheche
ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto, France. pp.5534-5538, ⟨10.1109/ICASSP39728.2021.9414656⟩
Communication dans un congrès hal-03676597v1

PRNU-based Forgery Detection with Regularity Constraints and Global Optimization

Giovanni Chierchia , Giovanni Poggi , Carlo Sansone , Luisa Verdoliva
IEEE International Workshop on Multimedia Signal Processing, Sep 2013, Pula, Italy. ⟨10.1109/MMSP.2013.6659294⟩
Communication dans un congrès hal-02286715v1

Wasserstein-Based Graph Alignment

Hermina Petric Maretic , Mireille El Gheche , Matthias Minder , Giovanni Chierchia , Pascal Frossard
IEEE Transactions on Signal and Information Processing over Networks, 2022, 8, pp.353-363. ⟨10.1109/TSIPN.2022.3169632⟩
Article dans une revue hal-03676591v1
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Deeply Transformed Subspace Clustering

Jyoti Maggu , Angshul Majumdar , Emilie Chouzenoux , Giovanni Chierchia
Signal Processing, 2020, 174, pp.107628. ⟨10.1016/j.sigpro.2020.107628⟩
Article dans une revue hal-03066160v1
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A proximal approach for constrained cosparse modelling

Giovanni Chierchia , Nelly Pustelnik , Jean-Christophe Pesquet , Béatrice Pesquet-Popescu
Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on, Mar 2012, Kyoto, Japan. pp.3433 - 3436, ⟨10.1109/ICASSP.2012.6288654⟩
Communication dans un congrès hal-00826002v1
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Epigraphical proximal projection for sparse multiclass SVM

Giovanni Chierchia , Nelly Pustelnik , Jean-Christophe Pesquet , Beatrice Pesquet-Popescu
IEEE International Conference on Acoustics, Speech and Signal Processing, May 2014, Florence, Italy. ⟨10.1109/ICASSP.2014.6855222⟩
Communication dans un congrès hal-01796717v1
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Learning Representations on the Unit Sphere: Investigating Angular Gaussian and von Mises-Fisher Distributions for Online Continual Learning

Nicolas Michel , Giovanni Chierchia , Romain Negrel , Jean-François Bercher
The 38th Annual AAAI Conference on Artificial Intelligence, Feb 2024, Vancouver, Canada. ⟨10.48550/arXiv.2306.03364⟩
Communication dans un congrès hal-04425481v1
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DeConFuse: A Deep Convolutional Transform based Unsupervised Fusion Framework

Pooja Gupta , Jyoti Maggu , Angshul Majumdar , Emilie Chouzenoux , Giovanni Chierchia
2020
Pré-publication, Document de travail hal-02461768v1
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Semi-supervised Deep Convolutional Transform Learning for Hyperspectral Image Classification

Shikha Singh , Angshul Majumdar , Emilie Chouzenoux , Giovanni Chierchia
ICIP 2022 - 29th IEEE International Conference on Image Processing, Oct 2022, Bordeaux, France
Communication dans un congrès hal-03723462v1
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DeConDFFuse: Predicting drug-drug interaction using joint deep convolutional transform learning and decision forest fusion framework

Pooja Gupta , Angshul Majumdar , Emilie Chouzenoux , Giovanni Chierchia
Expert Systems with Applications, 2023, 227, pp.120238:1-22. ⟨10.1016/j.eswa.2023.120238⟩
Article dans une revue hal-04089994v1
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Convex optimization for frame-level rate allocation in MV-HEVC

Aniello Fiengo , Giovanni Chierchia , Marco Cagnazzo , Béatrice Pesquet-Popescu
2016 IEEE International Conference on Image Processing (ICIP), Sep 2016, Phoenix, United States. ⟨10.1109/ICIP.2016.7532740⟩
Communication dans un congrès hal-01718476v1
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Convolutional Transform learning

Jyoti Maggu , Emilie Chouzenoux , Giovanni Chierchia , Angshul Majumdar
ICONIP 2018 - 25th International Conference on Neural Information Processing, Dec 2018, Siem Reap, Cambodia. pp.162-174
Communication dans un congrès hal-01862201v1
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SuperDeConFuse: A Supervised Deep Convolutional Transform based Fusion Framework for Financial Trading Systems

Pooja Gupta , Angshul Majumdar , Emilie Chouzenoux , Giovanni Chierchia
Expert Systems with Applications, 2021, 169, pp.114206. ⟨10.1016/j.eswa.2020.114206⟩
Article dans une revue hal-03066187v1

A Bayesian-MRF Approach for PRNU-Based Image Forgery Detection

Giovanni Chierchia , Giovanni Poggi , Carlo Sansone , Luisa Verdoliva
IEEE Transactions on Information Forensics and Security, 2014, 9 (4), pp.554 - 567. ⟨10.1109/TIFS.2014.2302078⟩
Article dans une revue hal-01802784v1

An Epigraphic Splitting Technique for Sparse Multiclass SVM

Giovanni Chierchia , Nelly Pustelnik , Jean-Christophe Pesquet , Beatrice Pesquet-Popescu
Signal Processing with Adaptive Sparse Structured Representations (SPARS), Jul 2015, Cambridge, United Kingdom
Communication dans un congrès hal-02287028v1

Non-local smoothness constraints for disparity estimation in a variational framework

R. Gaetano , Giovanni Chierchia , Beatrice Pesquet-Popescu
European Signal Processing Conference, Aug 2012, Bucharest, Romania. pp.1144-1148
Communication dans un congrès hal-02286473v1
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CGO: Multiband Astronomical Source Detection With Component-Graphs

Thanh Xuan Nguyen , Giovanni Chierchia , Laurent Najman , Aku Venhola , Caroline Haigh , et al.
ICIP 2020 - IEEE International Conference on Image Processing, Oct 2020, Abu Dhabi, United Arab Emirates. pp.16-20, ⟨10.1109/ICIP40778.2020.9191276⟩
Communication dans un congrès hal-03132048v1
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A convex-optimization framework for frame-level optimal rate allocation in predictive video coding

Aniello Fiengo , Giovanni Chierchia , Marco Cagnazzo , Béatrice Pesquet-Popescu
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2014, Florence, Italy. ⟨10.1109/ICASSP.2014.6855023⟩
Communication dans un congrès hal-01202774v1

GOT: An Optimal Transport framework for Graph comparison

Hermina Petric Maretic , Mireille El Gheche , Giovanni Chierchia , Pascal Frossard
Advances in Neural Information Processing Systems 32, Dec 2019, Vancouver, Canada
Communication dans un congrès hal-02150008v1