Patrick J Coles

5PUBLICATIONS
6CO-AUTHORS
Quantum technologiesAdversarial machine learningSemi- and unsupervised learningDegenerate quantum gases and atom optics
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Publications (5)

|Jan 13, 2024
Seeking quantum advantage for neural networks.

Patrick J Coles

|Jan 04, 2024
Challenges and opportunities in quantum machine learning.

M Cerezo, Guillaume Verdon, Hsin-Yuan Huang

|Jan 04, 2024
Theory of overparametrization in quantum neural networks.

Martín Larocca, Nathan Ju, Diego García-Martín

|Aug 22, 2022
Generalization in quantum machine learning from few training data.

Matthias C Caro, Hsin-Yuan Huang, M Cerezo

|Nov 30, 2021
Noise-induced barren plateaus in variational quantum algorithms.

Samson Wang, Enrico Fontana, M Cerezo

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Frequent Collaborators

3 joint publications

Marco Cerezo

1 joint publications

Samson Wang

1 joint publications

Akira Sone

1 joint publications

Hsin-Yuan Huang