Project-team

DATASHAPE

Understanding the shape of data
Understanding the shape of data

DataShape is a research project in Topological Data Analysis (TDA), a recent field whose aim is to uncover, understand and exploit the topological and geometric structure underlying complex and possibly high dimensional data. The DataShape project gathers a unique variety of expertise that allows it to embrace the mathematical, statistical, algorithmic and applied aspects of the field in a common framework ranging from fundamental theoretical studies to experimental research and software development.

The expected output of DataShape is two-fold. First, we intend to set-up and develop the mathematical, statistical and algorithmic foundations of Topological and Geometric Data Analysis. Second, we intend to develop the Gudhi platform in order to provide an efficient state-of-the-art toolbox for the understanding of the topology and geometry of data.

Centre(s) inria

Inria Saclay Centre
Inria Centre at Université Côte d'Azur

In partnership with

Université Paris-Saclay,CNRS

Contacts

Team leader

Bahar Carabetta

Team assistant

Melanie Da Silva

Team assistant

Mariana De Almeida

Team assistant

Marie Enee

Team assistant

Katia Evrat

Team assistant

Sophie Honnorat

Team assistant

Laetitia Jubely

Team assistant

Amandine Sainsard

Team assistant