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cond-mat.dis-nn2022
Planted matching problems on random hypergraphs
Urte Adomaityte, Anshul Toshniwal, Gabriele Sicuro +1
We consider the problem of inferring a matching hidden in a weighted random -hypergraph. We assume that the hyperedges' weights are random and distributed according to two diffe…
stat.ML2022
Fluctuations, Bias, Variance & Ensemble of Learners: Exact Asymptotics for Convex Losses in High-Dimension
Bruno Loureiro, Cédric Gerbelot, Maria Refinetti +2
From the sampling of data to the initialisation of parameters, randomness is ubiquitous in modern Machine Learning practice. Understanding the statistical fluctuations engendered b…