1.8k citations
- University of TorontoCA13 papers
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- Massachusetts Institute of TechnologyUS7 papers
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- University of CologneDE6 papers
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Showing 2016 · quant-phShow all
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quant-ph2016★ 141 cited
Quantum singular value decomposition of non-sparse low-rank matrices
Patrick Rebentrost, Adrian Steffens, Seth Lloyd
In this work, we present a method to exponentiate non-sparse indefinite low-rank matrices on a quantum computer. Given an operation for accessing the elements of the matrix, our me…
quant-ph2016★ 105 cited
Quantum machine learning over infinite dimensions
Hoi-Kwan Lau, Raphael Pooser, George Siopsis +1
Machine learning is a fascinating and exciting field within computer science. Recently, this excitement has been transferred to the quantum information realm. Currently, all propos…