Search Results for author: Changpeng Shao

Found 3 papers, 0 papers with code

Quantum algorithms for learning a hidden graph and beyond

no code implementations17 Nov 2020 Ashley Montanaro, Changpeng Shao

We give quantum algorithms that achieve speedups over the best possible classical algorithms in the OR and parity query models, for some families of graphs, and give quantum algorithms in the graph state model whose complexity is similar to the parity query model.

Quantum algorithms for spectral sums

no code implementations12 Nov 2020 Alessandro Luongo, Changpeng Shao

We propose and analyze new quantum algorithms for estimating the most common spectral sums of symmetric positive definite (SPD) matrices.

Data classification by quantum radial basis function networks

no code implementations19 Oct 2019 Changpeng Shao

This gives a simple approach to implement the quantum RBF network in the quantum circuits.

Binary Classification Classification +1

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