Nicolas Tremblay

CoRR, 2024

2023

Convergence of Message Passing Graph Neural Networks with Generic Aggregation On Large Random Graphs.

[BibT_eX]

[DOI]

CoRR, 2023

Smoothing Complex-Valued Signals on Graphs with Monte-Carlo.

[BibT_eX]

[DOI]

Hugo Jaquard

Michaël Fanuel

Rémi Bardenet

Proceedings of the IEEE International Conference on Acoustics, 2023

A Faster Sampler for Discrete Determinantal Point Processes.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Gaussian Process Regression in the Flat Limit.

[BibT_eX]

[DOI]

Konstantin Usevich

CoRR, 2022

Variance Reduction in Stochastic Methods for Large-Scale Regularized Least-Squares Problems.

[BibT_eX]

[DOI]

Yusuf Yigit Pilavci

Proceedings of the 30th European Signal Processing Conference, 2022

2021

Graph Tikhonov Regularization and Interpolation Via Random Spanning Forests.

[BibT_eX]

[DOI]

Yusuf Yigit Pilavci

IEEE Trans. Signal Inf. Process. over Networks, 2021

Use of Oblique RGB Imagery and Apparent Surface Area of Plants for Early Estimation of Above-Ground Corn Biomass.

[BibT_eX]

[DOI]

Remote. Sens., 2021

A Unified Framework for Spectral Clustering in Sparse Graphs.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2021

Nishimori meets Bethe: a spectral method for node classification in sparse weighted graphs.

[BibT_eX]

[DOI]

CoRR, 2021

Fast Graph Kernel with Optical Random Features.

[BibT_eX]

[DOI]

Hashem Ghanem

Nicolas Keriven

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Community detection in sparse time-evolving graphs with a dynamical Bethe-Hessian.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Smoothing Graph Signals via Random Spanning Forests.

[BibT_eX]

[DOI]

Yusuf Yigit Pilavci

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Optimal Laplacian Regularization for Sparse Spectral Community Detection.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Determinantal Point Processes for Coresets.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2019

Approximating Spectral Clustering via Sampling: a Review.

[BibT_eX]

[DOI]

Andreas Loukas

CoRR, 2019

Optimized Deformed Laplacian for Spectrum-based Community Detection in Sparse Heterogeneous Graphs.

[BibT_eX]

[DOI]

CoRR, 2019

Revisiting the Bethe-Hessian: Improved Community Detection in Sparse Heterogeneous Graphs.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Approximate Fast Graph Fourier Transforms via Multilayer Sparse Approximations.

[BibT_eX]

[DOI]

Luc Le Magoarou

Rémi Gribonval

IEEE Trans. Signal Inf. Process. over Networks, 2018

Ground Reflectance Retrieval on Horizontal and Inclined Terrains Using the Software Package REFLECT.

[BibT_eX]

[DOI]

Remote. Sens., 2018

Optimized Algorithms to Sample Determinantal Point Processes.

[BibT_eX]

[DOI]

CoRR, 2018

Subsampling with K Determinantal Point Processes for Estimating Statistics in Large Data Sets.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

2017

Design of graph filters and filterbanks.

[BibT_eX]

[DOI]

Paulo Gonçalves

CoRR, 2017

Echantillonnage de signaux sur graphes via des processus déterminantaux.

[BibT_eX]

[DOI]

CoRR, 2017

Multi-scale structural community organisation of the human genome.

[BibT_eX]

[DOI]

BMC Bioinform., 2017

Systems engineering and management processes for small organizations with ISO/IEC 29110: An implementation in a small public transportation company.

[BibT_eX]

[DOI]

Proceedings of the 2017 Annual IEEE International Systems Conference, 2017

Compressive K-means.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Graph sampling with determinantal processes.

[BibT_eX]

[DOI]

Proceedings of the 25th European Signal Processing Conference, 2017

Analyzing the approximation error of the fast graph Fourier transform.

[BibT_eX]

[DOI]

Luc Le Magoarou

Rémi Gribonval

Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016

Subgraph-Based Filterbanks for Graph Signals.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

Approximate Fast Fourier Transforms on graphs via multi-layer sparse approximations.

[BibT_eX]

[DOI]

Luc Le Magoarou

Rémi Gribonval

CoRR, 2016

Compressive Spectral Clustering.

[BibT_eX]

[DOI]

Proceedings of the 33nd International Conference on Machine Learning, 2016

Accelerated spectral clustering using graph filtering of random signals.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Implementing the New ISO/IEC 29110 Systems Engineering Process Standard in a Small Public Transportation Company.

[BibT_eX]

[DOI]

Proceedings of the Systems, Software and Services Process Improvement, 2016

2015

Multiscale Anisotropic Texture Analysis and Classification of Photographic Prints: Art scholarship meets image processing algorithms.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2015

Random sampling of bandlimited signals on graphs.

[BibT_eX]

[DOI]

CoRR, 2015

Multiscale anisotropic texture unsupervised clustering for photographic paper.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Workshop on Information Forensics and Security, 2015

Joint filtering of graph and graph-signals.

[BibT_eX]

[DOI]

Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

Community mining with graph filters for correlation matrices.

[BibT_eX]

[DOI]

Paulo Gonçalves

Nathanael Willaime-Angonin

Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

2014

Graph Wavelets for Multiscale Community Mining.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2014

Linear spectral unmixing for crop and soil information extraction from a single worldview-2 image.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Graph Empirical Mode Decomposition.

[BibT_eX]

[DOI]

Patrick Flandrin

Proceedings of the 22nd European Signal Processing Conference, 2014

2013

Critical Nitrogen Curve and Remote Detection of Nitrogen Nutrition Index for Corn in the Northwestern Plain of Shandong Province, China.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

Strip, bind, and search: a method for identifying abnormal energy consumption in buildings.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Information Processing in Sensor Networks (co-located with CPS Week 2013), 2013

Mining anomalous electricity consumption using Ensemble Empirical Mode Decomposition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Multiscale community mining in networks using the graph wavelet transform of random vectors.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Multiscale community mining in networks using spectral graph wavelets.

[BibT_eX]

[DOI]

Proceedings of the 21st European Signal Processing Conference, 2013

2012

Bootstrapping under constraint for the assessment of group behavior in human contact networks

[BibT_eX]

[DOI]

CoRR, 2012

2011

Fuzzy Logic Approach for Spatially Variable Nitrogen Fertilization of Corn Based on Soil, Crop and Precipitation Information.

[BibT_eX]

[DOI]

Proceedings of the Computational Science and Its Applications - ICCSA 2011, 2011

2008

Remote Estimation of Crop Chlorophyll Content Using Spectral Indices Derived From Hyperspectral Data.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2008

Application of a simulation-based dynamic traffic assignment model.

[BibT_eX]

[DOI]

Michael Florian

Michael Mahut

Eur. J. Oper. Res., 2008

Hyperspectral Data Segmentation and Classification in Precision Agriculture: A Multi-Scale Analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Estimation of Plant Chlorophyll using Hyperspectral Observations and Radiative Transfer Models: Spectral Indices Sensitivity and Crop-Type Effects.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007

Indices-based approach for crop chlorophyll content retrieval from hyperspectral data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

2003

Detection of chlorophyll fluorescence in vegetation from airborne hyperspectral CASI imagery in the red edge spectral region.

[BibT_eX]

[DOI]

Pablo J. Zarco-Tejada

Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Corn OSAVI as related to soil electrical conductivity and nitrogen fertilization rates.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

2002

Impact of vector quantization compression on hyperspectral data in the retrieval accuracies of crop chlorophyll content for precision agriculture.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

2001

Temporal shortest paths: Parallel computing implementations.

[BibT_eX]

[DOI]