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Philippe Donnat
Philippe Donnat
Hellebore Capital
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Autoregressive convolutional neural networks for asynchronous time series
M Binkowski, G Marti, P Donnat
International Conference on Machine Learning, 580-589, 2018
1742018
A review of two decades of correlations, hierarchies, networks and clustering in financial markets
G Marti, F Nielsen, M Bińkowski, P Donnat
Progress in information geometry: Theory and applications, 245-274, 2021
1372021
Diffractive nonlinear geometric optics
P Donnat, JL Joly, G Métivier, J Rauch
Séminaire Équations aux dérivées partielles (Polytechnique) dit aussi ¡¦, 1995
801995
Diffractive nonlinear geometric optics
P Donnat, JL Joly, G Métivier, J Rauch
Séminaire Équations aux dérivées partielles (Polytechnique) dit aussi ¡¦, 1995
801995
Quelques contributions mathématiques en optique non linéaire
PP Donnat
Palaiseau, Ecole polytechnique, 1994
741994
Dispersive nonlinear geometric optics
P Donnat, J Rauch
Journal of Mathematical Physics 38 (3), 1484-1523, 1997
721997
Global solvability of the Maxwell-Bloch equations from nonlinear optics
P Donnat, J Rauch
Archive for rational mechanics and analysis 136 (3), 291-303, 1996
371996
Clustering financial time series: How long is enough?
G Marti, S Andler, F Nielsen, P Donnat
arXiv preprint arXiv:1603.04017, 2016
332016
Toward a generic representation of random variables for machine learning
P Donnat, G Marti, P Very
Pattern Recognition Letters 70, 24-31, 2016
252016
A proposal of a methodological framework with experimental guidelines to investigate clustering stability on financial time series
G Marti, P Very, P Donnat, F Nielsen
2015 IEEE 14th International Conference on Machine Learning and Applications ¡¦, 2015
222015
Optimal transport vs. Fisher-Rao distance between copulas for clustering multivariate time series
G Marti, S Andler, F Nielsen, P Donnat
2016 IEEE statistical signal processing workshop (SSP), 1-5, 2016
212016
Optimal copula transport for clustering multivariate time series
G Marti, F Nielsen, P Donnat
2016 IEEE International Conference on Acoustics, Speech and Signal ¡¦, 2016
192016
Modeling the dispersion of light
P Donnat, J Rauch
Singularities and Oscillations, 17-35, 1997
161997
Induced spatial incoherence and nonlinear effects in Nd: glass amplifiers
P Donnat, C Gouédard, D Veron, O Bonville, C Sauteret, A Migus
Optics letters 17 (5), 331-333, 1992
161992
On clustering financial time series: a need for distances between dependent random variables
G Marti, F Nielsen, P Donnat, S Andler
Computational Information Geometry: For Image and Signal Processing, 149-174, 2017
142017
A review of two decades of correlations, hierarchies, networks and clustering in financial markets. arXiv 2017
G Marti, F Nielsen, M Binkowski, P Donnat
arXiv preprint arXiv:1703.00485, 2017
102017
Exploring and measuring non-linear correlations: Copulas, Lightspeed Transportation and Clustering
G Marti, S Andler, F Nielsen, P Donnat
NIPS 2016 Time Series Workshop, 59-69, 2017
92017
Quelques contributions mathématiques en optique non linéaire, these de doctorat
P Donnat
École polytechnique, Palaiseau (France), 1994
71994
HCMapper: An interactive visualization tool to compare partition-based flat clustering extracted from pairs of dendrograms
G Marti, P Donnat, F Nielsen, P Very
arXiv preprint arXiv:1507.08137, 2015
62015
Clustering Random Walk Time Series
G Marti, F Nielsen, P Very, P Donnat
Geometric Science of Information: Second International Conference, GSI 2015 ¡¦, 2015
32015
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