408 citations · 2.6k across the 52 of their papers we have counts for
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cs.LG2021
PAC-learning gains of Turing machines over circuits and neural networks
Brieuc Pinon, Raphaël Jungers, Jean-Charles Delvenne
A caveat to many applications of the current Deep Learning approach is the need for large-scale data. One improvement suggested by Kolmogorov Complexity results is to apply the min…
physics.soc-ph2021★ 24 cited
Flow stability for dynamic community detection
Alexandre Bovet, Jean-Charles Delvenne, Renaud Lambiotte
Many systems exhibit complex temporal dynamics due to the presence of different processes taking place simultaneously. An important task in such systems is to extract a simplified…