777 citations · 1.8k across the 46 of their papers we have counts for
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stat.ML2020★ 5 cited
Cascade of Phase Transitions for Multi-Scale Clustering
T. Bonnaire, A. Decelle, N. Aghanim
We present a novel framework exploiting the cascade of phase transitions occurring during a simulated annealing of the Expectation-Maximisation algorithm to cluster datasets with m…
stat.ML2014★ 16 cited
Detection of cheating by decimation algorithm
Shogo Yamanaka, Masayuki Ohzeki, Aurelien Decelle
We expand the item response theory to study the case of "cheating students" for a set of exams, trying to detect them by applying a greedy algorithm of inference. This extended mod…