136 citations · 177 across the 3 of their papers we have counts for
3 papers
cond-mat.stat-mech2011★ 40 cited
High-Dimensional Inference with the generalized Hopfield Model: Principal Component Analysis and Corrections
Simona Cocco, Remi Monasson, Vitor Sessak
We consider the problem of inferring the interactions between a set of N binary variables from the knowledge of their frequencies and pairwise correlations. The inference framework…
cond-mat.dis-nn2010★ 1 cited
Inverse problems in spin models
Vitor Sessak
Several recent experiments in biology study systems composed of several interacting elements, for example neuron networks. Normally, measurements describe only the collective behav…
cond-mat.dis-nn2008★ 136 cited
Small-correlation expansions for the inverse Ising problem
Vitor Sessak, Rémi Monasson
We present a systematic small-correlation expansion to solve the inverse Ising problem: find a set of couplings and fields corresponding to a given set of correlations and magnetiz…