30 citations · 114 across the 12 of their papers we have counts for
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stat.ML2020★ 30 cited
Asymptotic Errors for Teacher-Student Convex Generalized Linear Models (or : How to Prove Kabashima's Replica Formula)
Cedric Gerbelot, Alia Abbara, Florent Krzakala
There has been a recent surge of interest in the study of asymptotic reconstruction performance in various cases of generalized linear estimation problems in the teacher-student se…
stat.ML2020★ 18 cited
Asymptotic errors for convex penalized linear regression beyond Gaussian matrices
Cédric Gerbelot, Alia Abbara, Florent Krzakala
We consider the problem of learning a coefficient vector in from noisy linear observations in in the high dimensional limit to infinity w…