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P. Reynaud-Bouret · SciRah

Researcher profile · Semantic Scholar

P. Reynaud-Bouret

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P. Reynaud-Bouret — researcher profile on SciRah

h-index: 20
Works: 61
Citations: 1,686

Most-cited papers

Adaptive estimation for Hawkes processes; application to genome analysis
P. Reynaud-Bouret, S. Schbath
2009244 citations Open access
Semantic Scholar
Lasso and probabilistic inequalities for multivariate point processes
N. R. Hansen, P. Reynaud-Bouret, V. Rivoirard
2012213 citations Open access
Semantic Scholar
Goodness-of-Fit Tests and Nonparametric Adaptive Estimation for Spike Train Analysis
P. Reynaud-Bouret, V. Rivoirard, F. Grammont, Christine Tuleau-Malot
2014Journal of Mathematical Neuroscience125 citations Open access
Semantic Scholar
Exponential Inequalities, with Constants, for U-statistics of Order Two
C. Houdré, P. Reynaud-Bouret
2003123 citations
Semantic Scholar
Inference of functional connectivity in Neurosciences via Hawkes processes
P. Reynaud-Bouret, V. Rivoirard, Christine Tuleau-Malot
2013IEEE Global Conference on Signal and Information Processing115 citations Open access
Semantic Scholar
Optimal change-point detection and localization
N. Verzelen, M. Fromont, M. Lerasle, P. Reynaud-Bouret
2020Annals of Statistics71 citations Open access
Semantic Scholar
Microscopic approach of a time elapsed neural model
Julien Chevallier, María J. Cáceres, M. Doumic, P. Reynaud-Bouret
2015arXiv.org71 citations Open access
Semantic Scholar
Nonparametric Estimation of the Division Rate of a Size-Structured Population
M. Doumic, Marc Hoffmann, P. Reynaud-Bouret, V. Rivoirard
2011SIAM Journal on Numerical Analysis67 citations Open access
Semantic Scholar
Adaptive density estimation: a curse of support? ✩
P. Reynaud-Bouret, V. Rivoirard, Christine Tuleau-Malot
200961 citations Open access
Semantic Scholar
Adaptive estimation of the intensity of inhomogeneous Poisson processes via concentration inequalities
P. Reynaud-Bouret
200358 citations Open access
Semantic Scholar
Reconstructing the functional connectivity of multiple spike trains using Hawkes models.
R. Lambert, Christine Tuleau-Malot, T. Bessaih, V. Rivoirard +3 more
2017Journal of Neuroscience Methods53 citations Open access
Semantic Scholar
Near optimal thresholding estimation of a Poisson intensity on the real line
P. Reynaud-Bouret, V. Rivoirard
200853 citations Open access
Semantic Scholar
Some non asymptotic tail estimates for Hawkes processes
P. Reynaud-Bouret, E. Roy
200744 citations
Semantic Scholar
Kernels Based Tests with Non-asymptotic Bootstrap Approaches for Two-sample Problems
M. Fromont, B. Laurent, M. Lerasle, P. Reynaud-Bouret
2012Annual Conference Computational Learning Theory41 citations
Semantic Scholar
Penalized projection estimators of the Aalen multiplicative intensity
P. Reynaud-Bouret
200641 citations Open access
Semantic Scholar
The two-sample problem for Poisson processes: adaptive tests with a non-asymptotic wild bootstrap approach
M. Fromont, B. Laurent, P. Reynaud-Bouret
201234 citations Open access
Semantic Scholar
Bootstrap and permutation tests of independence for point processes
Mélisande Albert, Y. Bouret, M. Fromont, P. Reynaud-Bouret
201431 citations Open access
Semantic Scholar
Hold-out strategy for selecting learning models: Application to categorization subjected to presentation orders
Giulia Mezzadri, T. Laloe, F. Mathy, P. Reynaud-Bouret
2022Journal of Mathematical Psychology29 citations Open access
Semantic Scholar
A Data-Dependent Weighted LASSO Under Poisson Noise
X. Hunt, P. Reynaud-Bouret, V. Rivoirard, Laure Sansonnet +1 more
2015IEEE Transactions on Information Theory26 citations Open access
Semantic Scholar
Multiple Tests Based on a Gaussian Approximation of the Unitary Events Method with Delayed Coincidence Count
Christine Tuleau-Malot, A. Rouis, F. Grammont, P. Reynaud-Bouret
2012Neural Computation25 citations Open access
Semantic Scholar
Family-Wise Separation Rates for multiple testing
M. Fromont, M. Lerasle, P. Reynaud-Bouret
201614 citations Open access
Semantic Scholar
Compensator and exponential inequalities for some suprema of counting processes
P. Reynaud-Bouret
200613 citations
Semantic Scholar
Sparse space–time models: Concentration inequalities and Lasso
Guilherme Ost, P. Reynaud-Bouret
2018Annales De L Institut Henri Poincare-probabilites Et Statistiques12 citations Open access
Semantic Scholar
Spike trains as (in)homogeneous Poisson processes or Hawkes processes: non-parametric adaptive estimation and goodness-of-fit tests
P. Reynaud-Bouret, Christine Tuleau-Malot, V. Rivoirard, F. Grammont
201312 citations
Semantic Scholar
Concentration for Norms of Infinitely Divisible Vectors With Independent Components
C. Houdré, P. Marchal, P. Reynaud-Bouret
200612 citations Open access
Semantic Scholar
Surrogate Data Methods Based on a Shuffling of the Trials for Synchrony Detection: The Centering Issue
Mélisande Albert, Y. Bouret, M. Fromont, P. Reynaud-Bouret
2016Neural Computation11 citations Open access
Semantic Scholar
Adaptive thresholding estimation of a Poisson intensity with infinite support
P. Reynaud-Bouret, V. Rivoirard
20089 citations
Semantic Scholar
Scalability of large neural network simulations via activity tracking with time asynchrony and procedural connectivity
Cyrille Loïc Mascart, G. Scarella, P. Reynaud-Bouret, Alexandre Muzy
2021bioRxiv8 citations Open access
Semantic Scholar
High Dimensional Probability VII : The Cargèse Volume
C. Houdré, D. Mason, P. Reynaud-Bouret, J. Rosínski
20168 citations
Semantic Scholar
Continuous testing for Poisson process intensities: a new perspective on scanning statistics
F. Picard, P. Reynaud-Bouret, Étienne Roquain
2017Biometrika7 citations Open access
Semantic Scholar
Exponential Inequalities for U-Statistics of Order Two with Constants
C. Houdré, P. Reynaud-Bouret
20027 citations
Semantic Scholar
Strategy inference during learning via cognitive activity-based credit assignment models
A. James, P. Reynaud-Bouret, Giulia Mezzadri, F. Sargolini +2 more
2023Scientific Reports6 citations Open access
Semantic Scholar
Event-Scheduling Algorithms with Kalikow Decomposition for Simulating Potentially Infinite Neuronal Networks
T. Phi, Alexandre Muzy, P. Reynaud-Bouret
2019SN Computer Science6 citations Open access
Semantic Scholar
An order-dependent transfer model in categorization
Giulia Mezzadri, P. Reynaud-Bouret, T. Laloe, F. Mathy
2022Journal of Mathematical Psychology4 citations Open access
Semantic Scholar
Calibration of thresholding rules for Poisson intensity estimation
P. Reynaud-Bouret, V. Rivoirard
20094 citations
Semantic Scholar
On the convergence of the MLE as an estimator of the learning rate in the Exp3 algorithm
J. Aubert, Luc Lehéricy, P. Reynaud-Bouret
2023International Conference on Machine Learning3 citations Open access
Semantic Scholar
Efficient Simulation of Sparse Graphs of Point Processes
Cyrille Loïc Mascart, David R. C. Hill, Alexandre Muzy, P. Reynaud-Bouret
2022ACM Transactions on Modeling and Computer Simulation3 citations Open access
Semantic Scholar
Towards a mathematical definition of functional connectivity
P. Reynaud-Bouret, Alexandre Muzy, I. Bethus
2021Comptes rendus. Mathematique3 citations Open access
Semantic Scholar
CONCENTRATION INEQUALITIES, COUNTING PROCESSES AND ADAPTIVE STATISTICS
P. Reynaud-Bouret
20143 citations Open access
Semantic Scholar
Separation rates for the detection of synchronization of interacting point processes in a mean field frame. Application to neuroscience
Josué Tchouanti, 'Eva Locherbach, P. Reynaud-Bouret, Etienne Tanré
20242 citations
Semantic Scholar
Coding Dynamics of the Striatal Networks During Learning
Maxime Villet, P. Reynaud-Bouret, J. Poitreau, Jacopo Baldi +7 more
2023eNeuro2 citations Open access
Semantic Scholar
Provable local learning rule by expert aggregation for a Hawkes network
Sophie Jaffard, Samuel Vaiter, Alexandre Muzy, P. Reynaud-Bouret
2023International Conference on Artificial Intelligence and Statistics2 citations
Semantic Scholar
Kalikow decomposition for counting processes with stochastic intensity and application to simulation algorithms
T. Phi, E. Löcherbach, P. Reynaud-Bouret
2021Journal of Applied Probability2 citations Open access
Semantic Scholar
Exponential inequality for chaos based on sampling without replacement
P. Hodara, P. Reynaud-Bouret
2018Statistics and Probability Letters2 citations Open access
Semantic Scholar
Exponential Inequalities for Counting Processes
P. Reynaud-Bouret
20022 citations
Semantic Scholar
Investigating interactions between types of order in categorization
Giulia Mezzadri, P. Reynaud-Bouret, T. Laloe, F. Mathy
2022Scientific Reports1 citations Open access
Semantic Scholar
Sliding Window Strategy for Convolutional Spike Sorting with Lasso
Laurent Dragoni, Rémi Flamary, Karim Lounici, P. Reynaud-Bouret
2021Acta Applicandae Mathematicae - An International Survey Journal on Applying Mathematics and Mathematical Applications1 citations Open access
Semantic Scholar
Discrete event simulation of point processes: A computational complexity analysis on sparse graphs
Cyrille Loïc Mascart, Alexandre Muzy, P. Reynaud-Bouret
20201 citations
Semantic Scholar
A Distribution Free Unitary Events Method based on Delayed Coincidence Count
Mélisande Albert, Y. Bouret, M. Fromont, P. Reynaud-Bouret
20151 citations
Semantic Scholar
Completeness period analysis of SisFrance macroseismic database and interpretation in the light of historical context
J. Bonnet, Thibault Fradet, P. Traversa, Christine Tuleau-Malot +3 more
20141 citations
Semantic Scholar

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