84 citations · 141 across the 10 of their papers we have counts for
3 papers · 1 filter
Putting Self-Supervised Token Embedding on the Tables
Marc Szafraniec, Gautier Marti, Philippe Donnat
Information distribution by electronic messages is a privileged means of transmission for many businesses and individuals, often under the form of plain-text tables. As their numbe…
Autoregressive Convolutional Neural Networks for Asynchronous Time Series
Mikołaj Bińkowski, Gautier Marti, Philippe Donnat
We propose Significance-Offset Convolutional Neural Network, a deep convolutional network architecture for regression of multivariate asynchronous time series. The model is inspire…
A review of two decades of correlations, hierarchies, networks and clustering in financial markets
Gautier Marti, Frank Nielsen, Mikołaj Bińkowski +1
We review the state of the art of clustering financial time series and the study of their correlations alongside other interaction networks. The aim of this review is to gather in…