Emergence of Compositional Representations in Restricted Boltzmann Machines. - Jérôme Tubiana; Rémi Monasson (CoRR, 2016)

'Place-cell' emergence and learning of invariant data with restricted Boltzmann machines: breaking and dynamical restoration of continuous symmetries in the weight space. - Moshir Harsh; Jérôme Tubiana; Simona Cocco; Rémi Monasson (CoRR, 2019)

Learning Compositional Representations of Interacting Systems with Restricted Boltzmann Machines: Comparative Study of Lattice Proteins. - Jérôme Tubiana; Simona Cocco; Rémi Monasson (Neural Comput., 2019)

Funneling modulatory peptide design with generative models: Discovery and characterization of disruptors of calcineurin protein-protein interactions. - Jérôme Tubiana; Lucia Adriana-Lifshits; Michael Nissan; Matan Gabay; Inbal Sher; Marina Sova; Haim J. Wolfson; Maayan Gal (PLoS Comput. Biol., 2023)