no code implementations • 30 Dec 2019 • Moshir Harsh, Jérôme Tubiana, Simona Cocco, Remi Monasson
Distributions of data or sensory stimuli often enjoy underlying invariances.
no code implementations • 18 Feb 2019 • Jérôme Tubiana, Simona Cocco, Rémi Monasson
A Restricted Boltzmann Machine (RBM) is an unsupervised machine-learning bipartite graphical model that jointly learns a probability distribution over data and extracts their relevant statistical features.
1 code implementation • 23 Mar 2018 • Jérôme Tubiana, Simona Cocco, Rémi Monasson
Statistical analysis of evolutionary-related protein sequences provides insights about their structure, function, and history.
no code implementations • 21 Nov 2016 • Jérôme Tubiana, Rémi Monasson
Extracting automatically the complex set of features composing real high-dimensional data is crucial for achieving high performance in machine--learning tasks.