243 citations · 762 across the 16 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
cs.LG2019★ 1 cited
Training Deep Neural Networks by optimizing over nonlocal paths in hyperparameter space
Vlad Pushkarov, Jonathan Efroni, Mykola Maksymenko +1
Hyperparameter optimization is both a practical issue and an interesting theoretical problem in training of deep architectures. Despite many recent advances the most commonly used…
cond-mat.mes-hall2019★ 27 cited
Topology and localization of a periodically driven Kitaev model
I. C. Fulga, M. Maksymenko, M. T. Rieder +2
Periodically driven quantum many-body systems support anomalous topological phases of matter, which cannot be realized by static systems. In many cases, these anomalous phases can…