88 citations · 634 across the 55 of their papers we have counts for
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math.ST2020★ 5 cited
Exact results on high-dimensional linear regression via statistical physics
Alexander Mozeika, Mansoor Sheikh, Fabian Aguirre-Lopez +2
It is clear that conventional statistical inference protocols need to be revised to deal correctly with the high-dimensional data that are now common. Most recent studies aimed at…
cond-mat.dis-nn2020★ 8 cited
Transitions in loopy random graphs with fixed degrees and arbitrary degree distributions
Fabian Aguirre Lopez, Anthony CC Coolen
We analyze maximum entropy random graph ensembles with constrained degrees, drawn from arbitrary degree distributions, and a tuneable number of 3-loops (triangles). We find that su…