Paulo Gonçalves

Orcid: 0000-0002-1781-6159

Affiliations:
  • ENS de Lyon, University of Lyon, Computer Sciences Department, Ecole Normale Supérieure de Lyon, LIP, Inria, CNRS, UCBL, France
  • Rice University, Houston, TX, USA (1994-1996)
  • Institut National Polytechnique de Grenoble, INPG, School of signal processing, Grenoble, France (PhD 1993)


According to our database1, Paulo Gonçalves authored at least 57 papers between 1992 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Online presence:

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Bibliography

2024
Temporal network compression via network hashing.
Appl. Netw. Sci., December, 2024

IML FISTA: A Multilevel Framework for Inexact and Inertial Forward-Backward. Application to Image Restoration.
SIAM J. Imaging Sci., 2024

A Multilevel Framework for Accelerating uSARA in Radio-Interferometric Imaging.
Proceedings of the 32nd European Signal Processing Conference, 2024

2023
Compressive Recovery of Sparse Precision Matrices.
CoRR, 2023

Implicit Differentiation for Hyperparameter Tuning the Weighted Graphical Lasso.
CoRR, 2023

Multilevel FISTA for Image Restoration.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Fast Multiscale Diffusion On Graphs.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Optimization of the Diffusion Time in Graph Diffused-Wasserstein Distances: Application to Domain Adaptation.
Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

2020
Multiplex Network Inference With Sparse Tensor Decomposition for Functional Connectivity.
IEEE Trans. Signal Inf. Process. over Networks, 2020

Graph Diffusion Wasserstein Distances.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Regularized Partial Phase Synchrony Index Applied to Dynamical Functional Connectivity Estimation.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Learning Combination of Graph Filters for Graph Signal Modeling.
IEEE Signal Process. Lett., 2019

Solving NMF with smoothness and sparsity constraints using PALM.
CoRR, 2019

L<sup>γ</sup>-PageRank for Semi-Supervised Learning.
CoRR, 2019

L γ -PageRank for semi-supervised learning.
Appl. Netw. Sci., 2019

BGP Zombies: An Analysis of Beacons Stuck Routes.
Proceedings of the Passive and Active Measurement - 20th International Conference, 2019

2018
Multidimensional Analytic Signal with Application on Graphs.
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

2017
Analytic signal in many dimensions.
CoRR, 2017

Design of graph filters and filterbanks.
CoRR, 2017

Grasp: A matlab toolbox for graph signal processing.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Fractional graph-based semi-supervised learning.
Proceedings of the 25th European Signal Processing Conference, 2017

2016
Localization bounds for the graph translation.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

2015
Translation on Graphs: An Isometric Shift Operator.
IEEE Signal Process. Lett., 2015

Community mining with graph filters for correlation matrices.
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

2014
Semi-supervised learning for graph to signal mapping: A graph signal wiener filter interpretation.
Proceedings of the IEEE International Conference on Acoustics, 2014

Nearest-neighbor based wavelet entropy rate measures for intrapartum fetal heart rate variability.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Impacts of First and Second Labour Stages on Hurst Parameter based Intrapartum Fetal Heart Rate Analysis.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

2013
On the Choice of Kernel and Labelled Data in Semi-supervised Learning Methods.
Proceedings of the Algorithms and Models for the Web Graph - 10th International Workshop, 2013

PetaFlow - An Example of Communication and Computational Technologies with Social Impact.
Proceedings of the IEEE 37th Annual Computer Software and Applications Conference, 2013

Hurst exponent and intrapartum fetal heart rate: Impact of decelerations.
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013

2012
Generalized Optimization Framework for Graph-based Semi-supervised Learning.
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

Survey of Network Metrology Platforms.
Proceedings of the 12th IEEE/IPSJ International Symposium on Applications and the Internet, 2012

Classification of content and users in BitTorrent by semi-supervised learning methods.
Proceedings of the 8th International Wireless Communications and Mobile Computing Conference, 2012

2011
Adaptive Multiscale Complexity Analysis of Fetal Heart Rate.
IEEE Trans. Biomed. Eng., 2011

Locating Virtual Infrastructures: Users and InP perspectives.
Proceedings of the 12th IFIP/IEEE International Symposium on Integrated Network Management, 2011

2010
Investigating Self-Similarity and Heavy-Tailed Distributions on a Large-Scale Experimental Facility.
IEEE/ACM Trans. Netw., 2010

Modeling TCP throughput: An elaborated large-deviations-based model and its empirical validation.
Perform. Evaluation, 2010

Petaflow - A Project Towards Information and Communication Technologies in Society.
Proceedings of the Tenth Annual International Symposium on Applications and the Internet, 2010

Traffic classification techniques supporting semantic networks.
Proceedings of the 6th International Wireless Communications and Mobile Computing Conference, 2010

Multifractal analysis of ECG for intrapartum diagnosis of fetal asphyxia.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
Metroflux: A high performance system for analysing flow at very fine-grain.
Proceedings of the 5th International ICST Conference on Testbeds and Research Infrastructures for the Development of Networks and Communities, 2009

Maximum likelihood estimation of the flow size distribution tail index from sampled packet data.
Proceedings of the Eleventh International Joint Conference on Measurement and Modeling of Computer Systems, 2009

EMD-based Analysis of Rat EEG Data for Sleep State Classification.
Proceedings of the BIOSIGNALS 2009, 2009

2007
Bivariate Empirical Mode Decomposition.
IEEE Signal Process. Lett., 2007

Fractal Dimension Estimation: Empirical Mode Decomposition Versuswavelets.
Proceedings of the IEEE International Conference on Acoustics, 2007

A comparative study of different heavy tail index estimators of the flow size from sampled data.
Proceedings of the 1st International ICST Conference on Networks for Grid Applications, 2007

2005
Adaptive diffusion as a versatile tool for time-frequency and time-scale representations processing: a review.
IEEE Trans. Signal Process., 2005

Empirical mode decomposition, fractional Gaussian noise and Hurst exponent estimation.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004
Empirical mode decomposition as a filter bank.
IEEE Signal Process. Lett., 2004

Empirical Mode Decompositions as Data-Driven Wavelet-like Expansions.
Int. J. Wavelets Multiresolution Inf. Process., 2004

Diffusion equations for adaptive affine distributions.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Anisotropic diffusion equations for adaptive quadratic representations.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

Detrending and denoising with empirical mode decompositions.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

2002
Adaptive diffusion and discriminant analysis for complexity control of time-frequency detectors.
Proceedings of the 11th European Signal Processing Conference, 2002

1997
Multiple-window wavelet transform and local scaling exponent estimation.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1993
Wavelet-based spectral analysis of 1/f processes.
Proceedings of the IEEE International Conference on Acoustics, 1993

1992
Scaling exponents estimation from time-scale energy distributions.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992


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