Emmanuel Bacry

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 16

Top Topics

Top Venues

J. Mach. Learn. Res.

IEEE Trans. Inf. Theory

Briefings Bioinform.

Publications

Maria A Rujano, Jan-Willem Boiten, Christian Ohmann, Steve Canham, Sergio Contrino, Romain David, Jonathan Ewbank, Claudia Filippone, Claire Connellan, Ilse Custers, Rick van Nuland, Michaela Theresia Mayrhofer, Petr Holub, Eva García Álvarez, Emmanuel Bacry, Nigel Hughes, Mallory A Freeberg, Birgit Schaffhauser, Harald Wagener, Alex Sánchez-Pla, Guido Bertolini, Maria Panagiotopoulou
Sharing sensitive data in life sciences: an overview of centralized and federated approaches. Briefings Bioinform. 25 (4) (2024)
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
Validation of a new, minimally-invasive, software smartphone device to predict sleep apnea and its severity: transversal study. CoRR (2024)
Ruihua Ruan, Emmanuel Bacry, Jean-François Muzy
Agent market orders representation through a contrastive learning approach. CoRR (2023)
Daniel de Barros Soares, François Andrieux, Bastien Hell, Julien Lenhardt, Jordi Badosa, Sylvain Gavoille, Stéphane Gaïffas, Emmanuel Bacry
Predicting the Solar Potential of Rooftops using Image Segmentation and Structured Data. CoRR (2021)
Emmanuel Bacry, Stéphane Gaïffas, Fanny Leroy, Maryan Morel, Dinh Phong Nguyen, Youcef Sebiat, Dian Sun
SCALPEL3: A scalable open-source library for healthcare claims databases. Int. J. Medical Informatics 141 (2020)
Emmanuel Bacry, Martin Bompaire, Stéphane Gaïffas, Jean-François Muzy
Sparse and low-rank multivariate Hawkes processes. J. Mach. Learn. Res. 21 (2020)
Ibrahim Merad, Yiyang Yu, Emmanuel Bacry, Stéphane Gaïffas
About contrastive unsupervised representation learning for classification and its convergence. CoRR (2020)
Anastasiia Kabeshova, Yiyang Yu, Bertrand Lukacs, Emmanuel Bacry, Stéphane Gaïffas
ZiMM: A deep learning model for long term and blurry relapses with non-clinical claims data. J. Biomed. Informatics 110 (2020)
Emmanuel Bacry, Stéphane Gaïffas, Fanny Leroy, Maryan Morel, Dinh Phong Nguyen, Youcef Sebiat, Dian Sun
SCALPEL3: a scalable open-source library for healthcare claims databases. CoRR (2019)
Emmanuel Bacry, Stéphane Gaïffas, Anastasiia Kabeshova, Yiyang Yu
ZiMM: a deep learning model for long term adverse events with non-clinical claims data. CoRR (2019)
Martin Bompaire, Emmanuel Bacry, Stéphane Gaïffas
Dual optimization for convex constrained objectives without the gradient-Lipschitz assumption. CoRR (2018)
Massil Achab, Emmanuel Bacry, Stéphane Gaïffas, Iacopo Mastromatteo, Jean-François Muzy
Uncovering Causality from Multivariate Hawkes Integrated Cumulants. J. Mach. Learn. Res. 18 (2017)
Massil Achab, Emmanuel Bacry, Stéphane Gaïffas, Iacopo Mastromatteo, Jean-François Muzy
Uncovering Causality from Multivariate Hawkes Integrated Cumulants. ICML (2017)
Emmanuel Bacry, Martin Bompaire, Philip Deegan, Stéphane Gaïffas, Søren Poulsen
tick: a Python Library for Statistical Learning, with an emphasis on Hawkes Processes and Time-Dependent Models. J. Mach. Learn. Res. 18 (2017)
Emmanuel Bacry, Jean-François Muzy
First- and Second-Order Statistics Characterization of Hawkes Processes and Non-Parametric Estimation. IEEE Trans. Inf. Theory 62 (4) (2016)
Massil Achab, Emmanuel Bacry, Stéphane Gaïffas, Iacopo Mastromatteo, Jean-François Muzy
Uncovering Causality from Multivariate Hawkes Integrated Cumulants. CoRR (2016)
Massil Achab, Agathe Guilloux, Stéphane Gaïffas, Emmanuel Bacry
SGD with Variance Reduction beyond Empirical Risk Minimization. CoRR (2015)
Emmanuel Bacry, Stéphane Gaïffas, Iacopo Mastromatteo, Jean-François Muzy
Mean-field inference of Hawkes point processes. CoRR (2015)
Emmanuel Bacry, Laurent Duvernet, Jean-François Muzy
Continuous-Time Skewed Multifractal Processes as a Model for Financial Returns. J. Appl. Probab. 49 (2) (2012)
Emmanuel Bacry, Sylvain Delattre, Marc Hoffmann, Jean-François Muzy
Modeling microstructure noise using Hawkes processes. ICASSP (2011)
Ilya Pollak, Marco Avellaneda, Emmanuel Bacry, Rama Cont, Sanjeev R. Kulkarni
Improving the Visibility of Financial Applications Among Signal Processing Researchers[From the Guest Editors]. IEEE Signal Process. Mag. 28 (5) (2011)
Guoshen Yu, Stéphane Mallat, Emmanuel Bacry
Audio Denoising by Time-Frequency Block Thresholding. IEEE Trans. Signal Process. 56 (5) (2008)
Guoshen Yu, Emmanuel Bacry, Stéphane Mallat
Audio Signal Denoising with Complex Wavelets and Adaptive Block Attenuation. ICASSP (3) (2007)
Rémi Gribonval, Emmanuel Bacry
Harmonic decomposition of audio signals with matching pursuit. IEEE Trans. Signal Process. 51 (1) (2003)
Gianpaolo Evangelista, Mark Kahrs, Emmanuel Bacry
Editorial. EURASIP J. Adv. Signal Process. 2003 (10) (2003)
Benjamin Audit, Emmanuel Bacry, Jean-François Muzy, Alain Arneodo
Wavelet-based estimators of scaling behavior. IEEE Trans. Inf. Theory 48 (11) (2002)
Rémi Gribonval, Philippe Depalle, Xavier Rodet, Emmanuel Bacry, Stéphane Mallat
Sound Signals Decomposition Using a High Resolution Matching Pursuit. ICMC (1996)