output
20032026
most citedAn initialization strategy for addressing barren plateaus in parametrized quantum circuits

393 citations

Showing 2019Show all

8 papers · 1 filter

physics.soc-ph2019★ 51 cited

Passive network evolution promotes group welfare in complex networks

Ye Ye, Xiao Rong Hang, Jin Ming Koh +3

The Parrondo's paradox is a counterintuitive phenomenon in which individually losing strategies, canonically termed game A and game B, are combined to produce winning outcomes. In…

math.PR2019★ 3 cited

The law of the iterated logarithm for a piecewise deterministic Markov process assured by the properties of the Markov chain given by its post-jump locations

Dawid Czapla, Sander C. Hille, Katarzyna Horbacz +1

In the paper we consider some piecewise deterministic Markov process whose continuous component evolves according to semiflows, which are switched at the jump times of a Poisson pr…

cs.NE2019★ 25 cited

Effective training of deep convolutional neural networks for hyperspectral image classification through artificial labeling

Wojciech Masarczyk, Przemysław Głomb, Bartosz Grabowski +1

Hyperspectral imaging is a rich source of data, allowing for multitude of effective applications. However, such imaging remains challenging because of large data dimension and, typ…

quant-ph2019★ 209 cited

Structure optimization for parameterized quantum circuits

Mateusz Ostaszewski, Edward Grant, Marcello Benedetti

We propose an efficient method for simultaneously optimizing both the structure and parameter values of quantum circuits with only a small computational overhead. Shallow circuits…

quant-ph2019★ 19 cited

Pauli semigroups and unistochastic quantum channels

Zbigniew Puchała, Łukasz Rudnicki, Karol Życzkowski

We adopt the perspective of similarity equivalence, in gate set tomography called the gauge, to analyze various properties of quantum operations belonging to a semigroup, $Φ= e^{{\…

quant-ph2019★ 11 cited

Disorder-assisted graph coloring on quantum annealers

Andrzej Więckowski, Sebastian Deffner, Bartłomiej Gardas

We are at the verge of a new era, which will be dominated by Noisy Intermediate-Scale Quantum Devices. Prototypical examples for these new technologies are present-day quantum anne…