171 citations · 937 across the 54 of their papers we have counts for
Showing 2014 · quant-phShow all
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quant-ph2014★ 5 cited
Quantum Deep Learning
Nathan Wiebe, Ashish Kapoor, Krysta M. Svore
In recent years, deep learning has had a profound impact on machine learning and artificial intelligence. At the same time, algorithms for quantum computers have been shown to effi…
quant-ph2014★ 8 cited
Quantum Algorithms for Nearest-Neighbor Methods for Supervised and Unsupervised Learning
Nathan Wiebe, Ashish Kapoor, Krysta Svore
We present several quantum algorithms for performing nearest-neighbor learning. At the core of our algorithms are fast and coherent quantum methods for computing distance metrics s…