226 citations · 652 across the 21 of their papers we have counts for
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cs.LG2022★ 13 cited
Three Learning Stages and Accuracy-Efficiency Tradeoff of Restricted Boltzmann Machines
Lennart Dabelow, Masahito Ueda
Restricted Boltzmann Machines (RBMs) offer a versatile architecture for unsupervised machine learning that can in principle approximate any target probability distribution with arb…
cond-mat.stat-mech2022★ 12 cited
Thermalization of locally perturbed many-body quantum systems
Lennart Dabelow, Patrick Vorndamme, Peter Reimann
Deriving conditions under which a macroscopic system thermalizes directly from the underlying quantum many-body dynamics of its microscopic constituents is a long-standing challeng…