Jérôme Tubiana

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 5

Top Topics

Generative Model

Unsupervised Learning

Deep Belief Networks

Restricted Boltzmann Machine

Top Venues

PLoS Comput. Biol.

Publications

Jérôme Tubiana, Lucia Adriana-Lifshits, Michael Nissan, Matan Gabay, Inbal Sher, Marina Sova, Haim J. Wolfson, Maayan Gal
Funneling modulatory peptide design with generative models: Discovery and characterization of disruptors of calcineurin protein-protein interactions. PLoS Comput. Biol. 19 (2) (2023)
Moshir Harsh, Jérôme Tubiana, Simona Cocco, Rémi Monasson
'Place-cell' emergence and learning of invariant data with restricted Boltzmann machines: breaking and dynamical restoration of continuous symmetries in the weight space. CoRR (2019)
Jérôme Tubiana, Simona Cocco, Rémi Monasson
Learning Compositional Representations of Interacting Systems with Restricted Boltzmann Machines: Comparative Study of Lattice Proteins. Neural Comput. 31 (8) (2019)
Jérôme Tubiana, Simona Cocco, Rémi Monasson
Learning Compositional Representations of Interacting Systems with Restricted Boltzmann Machines: Comparative Study of Lattice Proteins. CoRR (2019)
Jérôme Tubiana, Rémi Monasson
Emergence of Compositional Representations in Restricted Boltzmann Machines. CoRR (2016)