171 citations · 937 across the 54 of their papers we have counts for
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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…
Riffled Independence for Efficient Inference with Partial Rankings
Jonathan Huang, Ashish Kapoor, Carlos Guestrin
Distributions over rankings are used to model data in a multitude of real world settings such as preference analysis and political elections. Modeling such distributions presents s…
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…