Gaspar Rochette

École Normale Supérieure - PSL — France

Economics, Econometrics and Finance · Social Sciences

6h-index179citations15works9.02yr avg
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Research Topics

Complex Systems and Time Series Analysis(5), Advanced Neural Network Applications(3), Image and Signal Denoising Methods(3), Time Series Analysis and Forecasting(3), Computational Physics and Python Applications(3)

Publications15 total

Scale dependencies and self-similar models with wavelet scattering spectra
Applied and Computational Harmonic Analysis·2024· 9 cited
A Rainbow in Deep Network Black Boxes
arXiv (Cornell University)·2023· 3 citedOpen Access
Scale Dependencies and Self-Similar Models with Wavelet Scattering Spectra
SSRN Electronic Journal·2023· 5 citedOpen Access
Wavelet Phase Harmonics
Applied and numerical harmonic analysis·2022
An Empirical Analysis on the Vulnerabilities of End-to-End Speech Segregation Models
Interspeech 2022·2022
An Empirical Analysis on the Vulnerabilities of End-to-End Speech Segregation Models
arXiv (Cornell University)·2022Open Access
Scale Dependencies and Self-Similar Models with Wavelet Scattering Spectra
arXiv (Cornell University)·2022· 3 citedOpen Access
Efficient Per-Example Gradient Computations in Convolutional Neural\n Networks
arXiv (Cornell University)·2019· 1 citedOpen Access
Efficient Per-Example Gradient Computations in Convolutional Neural Networks
arXiv (Cornell University)·2019· 7 citedOpen Access
Phase harmonic correlations and convolutional neural networks
Information and Inference A Journal of the IMA·2019· 4 citedOpen Access
Maximum-entropy Scattering Models for Financial Time Series
2019· 9 cited
Kymatio: Scattering Transforms in Python
arXiv (Cornell University)·2018· 16 citedOpen Access
Kymatio: Scattering Transforms in Python
arXiv (Cornell University)·2018· 77 citedOpen Access
Phase Harmonics and Correlation Invariants in Convolutional Neural Networks.
arXiv (Cornell University)·2018· 5 citedOpen Access
Neural Message Passing for Jet Physics
Open Repository and Bibliography (University of Liège)·2017· 40 citedOpen Access

Frequent Co-authors

Stéphane Mallat(10), Roberto Leonarduzzi(6), Sixin Zhang(4), Joan Bruna(3), Rudy Morel(3), Mathieu Andreux(2), Tomás Angles(2), Georgios Exarchakis(2), Louis Thiry(2), J. Zarka(2), Joakim Andén(2), Eugene Belilovsky(2), Vincent Lostanlen(2), Matthew Hirn(2), Edouard Oyallon(2), Carmine-Emanuele Cella(2), Michael Eickenberg(2), Andre Manoel(2), Eric W. Tramel(2), Jean‐Philippe Bouchaud(2)