212 citations · 370 across the 8 of their papers we have counts for
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quant-ph2019★ 123 cited
An Adaptive Optimizer for Measurement-Frugal Variational Algorithms
Jonas M. Kübler, Andrew Arrasmith, Lukasz Cincio +1
Variational hybrid quantum-classical algorithms (VHQCAs) have the potential to be useful in the era of near-term quantum computing. However, recently there has been concern regardi…
quant-ph2019★ 13 cited
Quantum Mean Embedding of Probability Distributions
Jonas M. Kübler, Krikamol Muandet, Bernhard Schölkopf
The kernel mean embedding of probability distributions is commonly used in machine learning as an injective mapping from distributions to functions in an infinite dimensional Hilbe…