450 citations · 5.9k across the 79 of their papers we have counts for
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cond-mat.dis-nn2014★ 69 cited
Dynamic message-passing equations for models with unidirectional dynamics
Andrey Y. Lokhov, Marc Mézard, Lenka Zdeborová
Understanding and quantifying the dynamics of disordered out-of-equilibrium models is an important problem in many branches of science. Using the dynamic cavity method on time traj…
math.NA2014★ 111 cited
Phase transitions and sample complexity in Bayes-optimal matrix factorization
Yoshiyuki Kabashima, Florent Krzakala, Marc Mézard +2
We analyse the matrix factorization problem. Given a noisy measurement of a product of two matrices, the problem is to estimate back the original matrices. It arises in many applic…