139 citations · 265 across the 16 of their papers we have counts for
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cond-mat.dis-nn2017★ 21 cited
Phase transitions in the -coloring of random hypergraphs
Marylou Gabrié, Varsha Dani, Guilhem Semerjian +1
We study in this paper the structure of solutions in the random hypergraph coloring problem and the phase transitions they undergo when the density of constraints is varied. Hyperg…
cs.LG2017★ 21 cited
A Deterministic and Generalized Framework for Unsupervised Learning with Restricted Boltzmann Machines
Eric W. Tramel, Marylou Gabrié, Andre Manoel +2
Restricted Boltzmann machines (RBMs) are energy-based neural-networks which are commonly used as the building blocks for deep architectures neural architectures. In this work, we d…