30 citations · 87 across the 7 of their papers we have counts for
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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…
math-ph2018★ 28 cited
Gaussian optimizers for entropic inequalities in quantum information
Giacomo De Palma, Dario Trevisan, Vittorio Giovannetti +1
We survey the state of the art for the proof of the quantum Gaussian optimizer conjectures of quantum information theory. These fundamental conjectures state that quantum Gaussian…