Cost function dependent barren plateaus in shallow parametrized quantum circuits von Cerezo, M., Sone, Akira, Volkoff, Tyler, Cincio, Lukasz, Coles, Patrick J.

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Noise-induced barren plateaus in variational quantum algorithms von Wang, Samson, Fontana, Enrico, Cerezo, M., Sharma, Kunal, Sone, Akira, Cincio, Lukasz, Coles, Patrick J.

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Noise resilience of variational quantum compiling von Sharma, Kunal, Khatri, Sumeet, Cerezo, M, Coles, Patrick J

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Generalization in quantum machine learning from few training data von Caro, Matthias C., Huang, Hsin-Yuan, Cerezo, M., Sharma, Kunal, Sornborger, Andrew, Cincio, Lukasz, Coles, Patrick J.

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Large gradients via correlation in random parameterized quantum circuits von Volkoff, Tyler, Coles, Patrick J

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Trainability of Dissipative Perceptron-Based Quantum Neural Networks von Sharma, Kunal, Cerezo, M, Cincio, Lukasz, Coles, Patrick J

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Learning the quantum algorithm for state overlap von Cincio, Lukasz, Suba, Yi it, Sornborger, Andrew T, Coles, Patrick J

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Higher order derivatives of quantum neural networks with barren plateaus von Cerezo, M, Coles, Patrick J

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Absence of Barren Plateaus in Quantum Convolutional Neural Networks von Pesah, Arthur, Cerezo, M., Wang, Samson, Volkoff, Tyler, Sornborger, Andrew T., Coles, Patrick J.

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Barren Plateaus Preclude Learning Scramblers von Holmes, Zoë, Arrasmith, Andrew, Yan, Bin, Coles, Patrick J., Albrecht, Andreas, Sornborger, Andrew T.

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Numerical approach for unstructured quantum key distribution von Coles, Patrick J., Metodiev, Eric M., Lütkenhaus, Norbert

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Challenges and opportunities in quantum machine learning von Cerezo, M, Verdon, Guillaume, Huang, Hsin-Yuan, Cincio, Lukasz, Coles, Patrick J

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Barren Plateaus Preclude Learning Scramblers von Holmes, Zoë, Arrasmith, Andrew, Yan, Bin, Coles, Patrick J, Albrecht, Andreas, Sornborger, Andrew T

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Entanglement spectroscopy with a depth-two quantum circuit von Suba, Yi it, Cincio, Lukasz, Coles, Patrick J

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Variational consistent histories as a hybrid algorithm for quantum foundations von Arrasmith, Andrew, Cincio, Lukasz, Sornborger, Andrew T., Zurek, Wojciech H., Coles, Patrick J.

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Error mitigation with Clifford quantum-circuit data von Czarnik, Piotr, Arrasmith, Andrew, Coles, Patrick J., Cincio, Lukasz

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Reformulation of the No-Free-Lunch Theorem for Entangled Datasets von Sharma, Kunal, Cerezo, M, Holmes, Zoë, Cincio, Lukasz, Sornborger, Andrew, Coles, Patrick J

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Variational quantum algorithms von Cerezo, M., Arrasmith, Andrew, Babbush, Ryan, Benjamin, Simon C., Endo, Suguru, Fujii, Keisuke, McClean, Jarrod R., Mitarai, Kosuke, Yuan, Xiao, Cincio, Lukasz, Coles, Patrick J.

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Theory of overparametrization in quantum neural networks von Larocca, Martín, Ju, Nathan, García-Martín, Diego, Coles, Patrick J, Cerezo, Marco

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Entropic Energy-Time Uncertainty Relation von Coles, Patrick J, Katariya, Vishal, Lloyd, Seth, Marvian, Iman, Wilde, Mark M

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