Laurent Condat
Orcid: 0000-0001-7087-1002Affiliations:
- Grenoble Institute of Technology, France
According to our database1,
Laurent Condat
authored at least 90 papers
between 2005 and 2024.
Collaborative distances:
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Bibliography
2024
Prune at the Clients, Not the Server: Accelerated Sparse Training in Federated Learning.
CoRR, 2024
FedComLoc: Communication-Efficient Distributed Training of Sparse and Quantized Models.
CoRR, 2024
LoCoDL: Communication-Efficient Distributed Learning with Local Training and Compression.
CoRR, 2024
Near-Linear Time Projection onto the $\ell_{1, \infty}$ Ball; Application to Sparse Neural Networks.
Proceedings of the 36th IEEE International Conference on Tools with Artificial Intelligence, 2024
2023
Proximal Splitting Algorithms for Convex Optimization: A Tour of Recent Advances, with New Twists.
SIAM Rev., May, 2023
Joint Demosaicing and Fusion of Multiresolution Coded Acquisitions: A Unified Image Formation and Reconstruction Method.
IEEE Trans. Computational Imaging, 2023
RandCom: Random Communication Skipping Method for Decentralized Stochastic Optimization.
CoRR, 2023
Near-Linear Time Projection onto the 𝓁<sub>1, ∞</sub> Ball; Application to Sparse Autoencoders.
CoRR, 2023
Explicit Personalization and Local Training: Double Communication Acceleration in Federated Learning.
CoRR, 2023
TAMUNA: Accelerated Federated Learning with Local Training and Partial Participation.
CoRR, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
2022
J. Optim. Theory Appl., 2022
Provably Doubly Accelerated Federated Learning: The First Theoretically Successful Combination of Local Training and Compressed Communication.
CoRR, 2022
EF-BV: A Unified Theory of Error Feedback and Variance Reduction Mechanisms for Biased and Unbiased Compression in Distributed Optimization.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Mathematical and Scientific Machine Learning, 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
2021
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2021
2020
IEEE Trans. Image Process., 2020
Real-Time Dual-Wavelength Time-Resolved Diffuse Optical Tomography System for Functional Brain Imaging Based on Probe-Hosted Silicon Photomultipliers.
Sensors, 2020
Atomic norm minimization for decomposition into complex exponentials and optimal transport in Fourier domain.
J. Approx. Theory, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
SIAM J. Imaging Sci., 2019
One-dimensional Edge-preserving Spline Smoothing for Estimation of Piecewise Smooth Functions.
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
2018
IEEE Signal Process. Lett., 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
A New Proximal Method for Joint Image Restoration and Edge Detection with the Mumford-Shah Model.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
2017
IEEE Signal Process. Lett., 2017
SIAM J. Imaging Sci., 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2017
2016
IEEE Trans. Signal Process., 2016
Math. Program., 2016
Hyperspectral pansharpening using convex optimization and collaborative total variation regularization.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Proceedings of the IEEE 12th Image, Video, and Multidimensional Signal Processing Workshop, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
2015
Pixel enlargement in high-speed camera image acquisition based on 3D sparse representations.
Proceedings of the 2015 IEEE Workshop on Signal Processing Systems, 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
Improvement of pixel enhancement algorithm for high-speed camera imaging using 3D sparsity.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2015
2014
IEEE Trans. Image Process., 2014
IEEE Trans. Image Process., 2014
A Generic Proximal Algorithm for Convex Optimization - Application to Total Variation Minimization.
IEEE Signal Process. Lett., 2014
A 2-D spectral analysis method to estimate the modulation parameters in structured illumination microscopy.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Non-smooth convex optimization for an efficient reconstruction in structured illumination microscopy.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 22nd European Signal Processing Conference, 2014
2013
IEEE Signal Process. Lett., 2013
A Primal-Dual Splitting Method for Convex Optimization Involving Lipschitzian, Proximable and Linear Composite Terms.
J. Optim. Theory Appl., 2013
Sampling Signals with Finite Rate of Innovation and Recovery by Maximum Likelihood Estimation.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2013
Reconstruction from non-uniform samples: A direct, variational approach in shift-invariant spaces.
Digit. Signal Process., 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
2012
Fusion of hyperspectral and panchromatic images using multiresolution analysis and nonlinear PCA band reduction.
EURASIP J. Adv. Signal Process., 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
2011
IEEE Trans. Signal Process., 2011
A New Color Filter Array With Optimal Properties for Noiseless and Noisy Color Image Acquisition.
IEEE Trans. Image Process., 2011
Proceedings of the 19th European Signal Processing Conference, 2011
2010
Image Vis. Comput., 2010
A simple, fast and efficient approach to denoisaicking: Joint demosaicking and denoising.
Proceedings of the International Conference on Image Processing, 2010
2009
A generic variational approach for demosaicking from an arbitrary color filter array.
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the International Conference on Image Processing, 2009
2008
IEEE Trans. Image Process., 2008
Indusion: Fusion of Multispectral and Panchromatic Images Using the Induction Scaling Technique.
IEEE Geosci. Remote. Sens. Lett., 2008
Proceedings of the International Conference on Image Processing, 2008
Proceedings of the International Conference on Image Processing, 2008
Proceedings of the 2008 16th European Signal Processing Conference, 2008
2007
IEEE Trans. Image Process., 2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Proceedings of the International Conference on Image Processing, 2007
Proceedings of the International Conference on Image Processing, 2007
Proceedings of the 15th European Signal Processing Conference, 2007
2006
Méthodes d'approximation pour la reconstruction de signaux et le redimensionnement d'images. (Approximation methods for signal reconstruction and image resizing).
PhD thesis, 2006
IEEE Signal Process. Lett., 2006
Efficient Reconstruction of Hexagonally Sampled Data using Three-Directional Box-Splines.
Proceedings of the International Conference on Image Processing, 2006
Proceedings of the 14th European Signal Processing Conference, 2006
2005
Proceedings of the 2005 International Conference on Image Processing, 2005
Proceedings of the 2005 International Conference on Image Processing, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005