114 citations · 144 across the 2 of their papers we have counts for
2 papers
stat.ML2018★ 30 cited
Random deep neural networks are biased towards simple functions
Giacomo De Palma, Bobak Toussi Kiani, Seth Lloyd
We prove that the binary classifiers of bit strings generated by random wide deep neural networks with ReLU activation function are biased towards simple functions. The simplicity…
quant-ph2014★ 114 cited
An information theoretical analysis of quantum optimal control
S. Lloyd, S. Montangero
We show that if an efficient classical representation of the dynamics exists, optimal control problems on many-body quantum systems can be solved efficiently with finite precision.…