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Paulo Gonçalves Inria senior researcher in the project DANTE A joint team of Inria Rhone-Alpes and ENS Lyon (LIP) |
PhD students
International Exchanges at the Computer Science Department of ENS Lyon
Lectures
Demos, applets,...
Books references and recommended further reading
- Edgar Desainte-Mareville (2024-2027, ANR JCJC Elisa Riccetti) Multilevel unrolled algorithms for inverse problems (co-directed with Elisa Riccietti and Nelly Pustlenik)
- Can Pouliquen (2022-2025, AllegroAssai) Estimation automatique de graphes de connectivité fonctionnelle en neuro- sciences (scientific co-direction by Mathurin Massias and Titouan Vayer)
- Guillaume Lauga (2021-2024, Cordi-S Inria) Multilevel proximal methods for image restoration (co-directed with Elisa Riccietti and Nelly Pustlenik)
- Amélie Barbe (2018-2021, ACADEMICS) Diffusion-Wasserstein Distances for Attributed Graphs (co-directed with Pierre Borgnat and Marc Sebban)
- Gaetan Frusque (2017-2020, CSDN)Dynamic Graph Mode Decompositions applied to NeuroSciences Signals. A cool animation based on this work! (co-directed with Pierre Borgnat)
- Esteban Bautista Ruiz (2016-2019, CONACyT) Statistical Graph Signal Processing (co-directed with Patrice Abry)
- Benjamin Girault (2012-2015, CDSN) Signal Processing on Graphs: contributions to an emerging field
- Shubhabrata Roy (2010-2013, Inria SAIL) Large deviations methods for dynamic resource management in clouds
- Marina Sokol (2009-2014) Clustering and learning techniques for traffic/user classification
- Guilherme Koslovski (2008-2011, EU) Dynamically provisioned virtual computing and communication infrastructures : specification, allocation and execution process
- Fabienne Anhalt (2008 - 2011, EU) Virtualisation des équipements réseau : Partage des ressources, performance et applications
- Patrick Loiseau (2006-2009, CSDN) Contributions to the Analysis of Scaling Laws and Quality of Service in Networks: Experimental and Theoretical Aspects
- Hugo Carrão (2005-2009, FCT Portugal) Land Cover Classification using multi-temporal MODIS and MERIS satellite images
- Julien Gosme (2001-2004) Adaptive diffusion schemes for time-frequency and time-scale representations
International Exchanges at the Computer Science Department of ENS Lyon
- Office of International Mobility ENS Lyon
- International exchanges at the Computer Science Dept. (Records)
Lectures
- Protocols and stochastic processes analysis. Master 1 / Master 2, Computer Science Dept., ENS de Lyon.
- Computer Science and Signal Processing C. Shannon: from LP to the MP3 standard. Ecole Doctorale MathIF, ENS de Lyon.
- Wavelet analysis: Application to image processing. 2nd and 3rd year enginnering program, CPE Lyon.
- MCMC: Application à l'estimation statistique Bayesienne. 2nd and 3rd year enginnering program, CPE Lyon.
- An introduction to sparse representations and compressive sensing - Part I (slides from J. Romberg). 2nd and 3rd year ECE program, CPE Lyon. An introduction to sparse representations and compressive sensing - Part II (slides from J. Romberg). 2nd and 3rd year ECE program, CPE Lyon.
- Statistical Self-Similarity Principle (compressed .avi file)
- Support Vector Machine Classifiation (basic principle) (.avi file)
- Pattern Recognition and Machine Learning, Christopher M. Bishop. Springer -- Information Science and Statistics series. 2009.
- Scaling, Fractals and Wavelets, P. Abry, P. Gonçalves and J. Lévy-Véhel, Eds. J. Wiley & son -- ISTE publishers, 2009.
- Probability, Random Variables, and Stochastic Processes, A. Papoulis. Mc Graw Hill, Ed. 1999.
- Signal Processing, A. Papoulis. Mc Graw Hill, Ed. 1977.
- Fonctions aléatoires, A. Blanc-Lapierre and B. Picinbono. Masson edition, 1981.
- A Wavelet Tour of Signal Processing, S. Mallat. Academic Press, 1999.
- Time-Frequency / Time-Scale Analysis, P. Flandrin. Academic Press, 1999.
- Ten Lectures on Wavelets, I. Daubechies. SIAM Ed. 1992.
- Large Deviations for Gaussian Queues, M. Mandjes. Wiley, 2007.
- The Internet as a Large-Scale Complex System, K. Park and W. Willinger (Eds). Oxford Univ. Press, 2005.
- Self-Similar Processes in Telecommunications, O. Sheluhin, S. Smolskiy, A. Osin. Wiley, 2007.
- Multifractal Based Networks traffic Modelling, P. Murali Krishna, M. Vikram and B. Uday. Kluwer Academic Publishers, 2003.
