Sound Signals Decomposition Using a High Resolution Matching Pursuit. - Rémi Gribonval; Philippe Depalle; Xavier Rodet; Emmanuel Bacry; Stéphane Mallat (ICMC, 1996)

Wavelet-based estimators of scaling behavior. - Benjamin Audit; Emmanuel Bacry; Jean-François Muzy; Alain Arneodo (IEEE Trans. Inf. Theory, 2002)

Editorial. - Gianpaolo Evangelista; Mark Kahrs; Emmanuel Bacry (EURASIP J. Adv. Signal Process., 2003)

Harmonic decomposition of audio signals with matching pursuit. - Rémi Gribonval; Emmanuel Bacry (IEEE Trans. Signal Process., 2003)

Audio Signal Denoising with Complex Wavelets and Adaptive Block Attenuation. - Guoshen Yu; Emmanuel Bacry; Stéphane Mallat (ICASSP (3), 2007)

Audio Denoising by Time-Frequency Block Thresholding. - Guoshen Yu; Stéphane Mallat; Emmanuel Bacry (IEEE Trans. Signal Process., 2008)

Modeling microstructure noise using Hawkes processes. - Emmanuel Bacry; Sylvain Delattre; Marc Hoffmann; Jean-François Muzy (ICASSP, 2011)

Improving the Visibility of Financial Applications Among Signal Processing Researchers[From the Guest Editors]. - Ilya Pollak; Marco Avellaneda; Emmanuel Bacry; Rama Cont; Sanjeev R. Kulkarni (IEEE Signal Process. Mag., 2011)

Continuous-Time Skewed Multifractal Processes as a Model for Financial Returns. - Emmanuel Bacry; Laurent Duvernet; Jean-François Muzy (J. Appl. Probab., 2012)

SGD with Variance Reduction beyond Empirical Risk Minimization. - Massil Achab; Agathe Guilloux; Stéphane Gaïffas; Emmanuel Bacry (CoRR, 2015)

Mean-field inference of Hawkes point processes. - Emmanuel Bacry; Stéphane Gaïffas; Iacopo Mastromatteo; Jean-François Muzy (CoRR, 2015)

First- and Second-Order Statistics Characterization of Hawkes Processes and Non-Parametric Estimation. - Emmanuel Bacry; Jean-François Muzy (IEEE Trans. Inf. Theory, 2016)

Uncovering Causality from Multivariate Hawkes Integrated Cumulants. - Massil Achab; Emmanuel Bacry; Stéphane Gaïffas; Iacopo Mastromatteo; Jean-François Muzy (J. Mach. Learn. Res., 2017)

tick: a Python Library for Statistical Learning, with an emphasis on Hawkes Processes and Time-Dependent Models. - Emmanuel Bacry; Martin Bompaire; Philip Deegan; Stéphane Gaïffas; Søren Poulsen (J. Mach. Learn. Res., 2017)

Dual optimization for convex constrained objectives without the gradient-Lipschitz assumption. - Martin Bompaire; Emmanuel Bacry; Stéphane Gaïffas (CoRR, 2018)

ZiMM: a deep learning model for long term adverse events with non-clinical claims data. - Emmanuel Bacry; Stéphane Gaïffas; Anastasiia Kabeshova; Yiyang Yu (CoRR, 2019)

About contrastive unsupervised representation learning for classification and its convergence. - Ibrahim Merad; Yiyang Yu; Emmanuel Bacry; Stéphane Gaïffas (CoRR, 2020)

SCALPEL3: A scalable open-source library for healthcare claims databases. - Emmanuel Bacry; Stéphane Gaïffas; Fanny Leroy; Maryan Morel; Dinh Phong Nguyen; Youcef Sebiat; Dian Sun (Int. J. Medical Informatics, 2020)

ZiMM: A deep learning model for long term and blurry relapses with non-clinical claims data. - Anastasiia Kabeshova; Yiyang Yu; Bertrand Lukacs; Emmanuel Bacry; Stéphane Gaïffas (J. Biomed. Informatics, 2020)

Sparse and low-rank multivariate Hawkes processes. - Emmanuel Bacry; Martin Bompaire; Stéphane Gaïffas; Jean-François Muzy (J. Mach. Learn. Res., 2020)

Predicting the Solar Potential of Rooftops using Image Segmentation and Structured Data. - Daniel de Barros Soares; François Andrieux; Bastien Hell; Julien Lenhardt; Jordi Badosa; Sylvain Gavoille; Stéphane Gaïffas; Emmanuel Bacry (CoRR, 2021)

Agent market orders representation through a contrastive learning approach. - Ruihua Ruan; Emmanuel Bacry; Jean-François Muzy (CoRR, 2023)

Sharing sensitive data in life sciences: an overview of centralized and federated approaches. - Maria Alexandra Rujano; Jan-Willem Boiten; Christian Ohmann; Steve Canham; Sergio Contrino; Romain David 001; Jonathan Ewbank; Claudia Filippone; Claire Connellan; Ilse Custers; Rick van Nuland; Michaela Theresia Mayrhofer; et al. (Briefings Bioinform., 2024)

Validation of a new, minimally-invasive, software smartphone device to predict sleep apnea and its severity: transversal study. - Justine Frija; Juliette Millet; Emilie Bequignon; Ala Covali; Guillaume Cathelain; Josselin Houenou; Helene Benzaquen; Pierre Alexis Geoffroy; Emmanuel Bacry; Mathieu Grajoszex; Marie-Pia d Ortho (CoRR, 2024)

No Tick-Size Too Small: A General Method for Modelling Small Tick Limit Order Books. - Konark Jain; Jean-François Muzy; Jonathan Kochems; Emmanuel Bacry (CoRR, 2024)

Probabilistic prediction of arrivals and hospitalizations in emergency departments in Île-de-France. - Herbert Susmann; Antoine Chambaz; Julie Josse; Philippe Aegerter; Mathias Wargon; Emmanuel Bacry (Int. J. Medical Informatics, 2025)