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ORCIDPhilippe Donnat
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2010 – 2019
- 2018
[c8]Mikolaj Binkowski, Gautier Marti, Philippe Donnat:
Autoregressive Convolutional Neural Networks for Asynchronous Time Series. ICML 2018: 579-588- 2017
- [c7]Marc Szafraniec, Gautier Marti, Philippe Donnat:
Putting Self-Supervised Token Embedding on the Tables. ICMLA 2017: 707-710 - [i7]Mikolaj Binkowski, Gautier Marti, Philippe Donnat:
Autoregressive Convolutional Neural Networks for Asynchronous Time Series. CoRR abs/1703.04122 (2017) - [i6]Marc Szafraniec, Gautier Marti, Philippe Donnat:
Putting Self-Supervised Token Embedding on the Tables. CoRR abs/1708.04120 (2017) - 2016
- [j1]Philippe Donnat
, Gautier Marti, Philippe Very:
Toward a generic representation of random variables for machine learning. Pattern Recognit. Lett. 70: 24-31 (2016) - [c6]Gautier Marti, Frank Nielsen, Philippe Donnat:
Optimal copula transport for clustering multivariate time series. ICASSP 2016: 2379-2383 - [c5]Gautier Marti, Sébastien Andler, Frank Nielsen, Philippe Donnat:
Clustering Financial Time Series: How Long Is Enough?. IJCAI 2016: 2583-2589 - [c4]Gautier Marti, Sébastien Andler, Frank Nielsen, Philippe Donnat:
Exploring and measuring non-linear correlations: Copulas, Lightspeed Transportation and Clustering. NIPS Time Series Workshop 2016: 59-69 - [c3]Gautier Marti, Sébastien Andler, Frank Nielsen, Philippe Donnat:
Optimal transport vs. Fisher-Rao distance between copulas for clustering multivariate time series. SSP 2016: 1-5 - 2015
- [c2]Gautier Marti, Frank Nielsen, Philippe Very, Philippe Donnat:
Clustering Random Walk Time Series. GSI 2015: 675-684 - [c1]Gautier Marti, Philippe Very, Philippe Donnat, Frank Nielsen:
A Proposal of a Methodological Framework with Experimental Guidelines to Investigate Clustering Stability on Financial Time Series. ICMLA 2015: 32-37 - [i5]Gautier Marti, Philippe Very, Philippe Donnat:
Toward a generic representation of random variables for machine learning. CoRR abs/1506.00976 (2015) - [i4]Gautier Marti, Frank Nielsen, Philippe Very, Philippe Donnat:
Comment partitionner automatiquement des marches aléatoires ? Avec application à la finance quantitative. CoRR abs/1506.09163 (2015) - [i3]Gautier Marti, Philippe Donnat, Frank Nielsen, Philippe Very:
HCMapper: An interactive visualization tool to compare partition-based flat clustering extracted from pairs of dendrograms. CoRR abs/1507.08137 (2015) - [i2]Gautier Marti, Philippe Very, Philippe Donnat, Frank Nielsen:
A proposal of a methodological framework with experimental guidelines to investigate clustering stability on financial time series. CoRR abs/1509.05475 (2015) - [i1]Gautier Marti, Frank Nielsen, Philippe Donnat:
Optimal Copula Transport for Clustering Multivariate Time Series. CoRR abs/1509.08144 (2015)
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