366 citations · 3k across the 53 of their papers we have counts for
Showing 2020 · quant-phShow all
2 papers · 2 filters
quant-ph2020★ 58 cited
Characterizing the loss landscape of variational quantum circuits
Patrick Huembeli, Alexandre Dauphin
Machine learning techniques enhanced by noisy intermediate-scale quantum (NISQ) devices and especially variational quantum circuits (VQC) have recently attracted much interest and…
quant-ph2020★ 28 cited
Phase Detection with Neural Networks: Interpreting the Black Box
Anna Dawid, Patrick Huembeli, Michał Tomza +2
Neural networks (NNs) usually hinder any insight into the reasoning behind their predictions. We demonstrate how influence functions can unravel the black box of NN when trained to…