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Peter Wittek

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Defence against adversarial attacks using classical and quantum-enhanced Boltzmann machines

Dec 21, 2020
Aidan Kehoe, Peter Wittek, Yanbo Xue, Alejandro Pozas-Kerstjens

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An Artificial Spiking Quantum Neuron

Jul 14, 2019
Lasse Bjørn Kristensen, Matthias Degroote, Peter Wittek, Alán Aspuru-Guzik, Nikolaj T. Zinner

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Machine Learning by Two-Dimensional Hierarchical Tensor Networks: A Quantum Information Theoretic Perspective on Deep Architectures

Oct 23, 2018
Ding Liu, Shi-Ju Ran, Peter Wittek, Cheng Peng, Raul Blázquez García, Gang Su, Maciej Lewenstein

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Bayesian Deep Learning on a Quantum Computer

Jul 09, 2018
Zhikuan Zhao, Alejandro Pozas-Kerstjens, Patrick Rebentrost, Peter Wittek

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Quantum Machine Learning

May 10, 2018
Jacob Biamonte, Peter Wittek, Nicola Pancotti, Patrick Rebentrost, Nathan Wiebe, Seth Lloyd

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Identifying Quantum Phase Transitions with Adversarial Neural Networks

Mar 31, 2018
Patrick Huembeli, Alexandre Dauphin, Peter Wittek

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Somoclu: An Efficient Parallel Library for Self-Organizing Maps

Jun 09, 2017
Peter Wittek, Shi Chao Gao, Ik Soo Lim, Li Zhao

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Inductive supervised quantum learning

May 13, 2017
Alex Monràs, Gael Sentís, Peter Wittek

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Learning in Quantum Control: High-Dimensional Global Optimization for Noisy Quantum Dynamics

Nov 25, 2016
Pantita Palittapongarnpim, Peter Wittek, Ehsan Zahedinejad, Shakib Vedaie, Barry C. Sanders

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Quantum Enhanced Inference in Markov Logic Networks

Nov 24, 2016
Peter Wittek, Christian Gogolin

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