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08/18/2023
Do you know what q-means?
Clustering is one of the most important tools for analysis of large data...
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08/16/2023
Constant-depth circuits for Uniformly Controlled Gates and Boolean functions with application to quantum memory circuits
We explore the power of the unbounded Fan-Out gate and the Global Tunabl...
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04/19/2021
Quantum Algorithms for Data Representation and Analysis
We narrow the gap between previous literature on quantum linear algebra ...
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11/12/2020
Quantum algorithms for spectral sums
We propose and analyze new quantum algorithms for estimating the most co...
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08/19/2019
Quantum Expectation-Maximization for Gaussian Mixture Models
The Expectation-Maximization (EM) algorithm is a fundamental tool in uns...
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12/10/2018
q-means: A quantum algorithm for unsupervised machine learning
Quantum machine learning is one of the most promising applications of a ...
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05/22/2018
