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07/14/2023
Higher-order topological kernels via quantum computation
Topological data analysis (TDA) has emerged as a powerful tool for extra...
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12/22/2022
The Quantum Path Kernel: a Generalized Quantum Neural Tangent Kernel for Deep Quantum Machine Learning
Building a quantum analog of classical deep neural networks represents a...
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09/22/2022
Structure Learning of Quantum Embeddings
The representation of data is of paramount importance for machine learni...
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11/19/2021
Benchmarking Small-Scale Quantum Devices on Computing Graph Edit Distance
Distance measures provide the foundation for many popular algorithms in ...
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02/09/2021
Facial Expression Recognition on a Quantum Computer
We address the problem of facial expression recognition and show a possi...
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07/16/2019
Persistent homology analysis of multiqubit entanglement
We introduce a homology-based technique for the analysis of multiqubit s...
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02/13/2018