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Published at November 13

Leveraging Pre-Trained Neural Networks to Enhance Machine Learning with Variational Quantum Circuits

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cs.AI
quant-ph

Released Date: November 13, 2024

Authors: Jun Qi1, Chao-Han Yang2, Samuel Yen-Chi Chen3, Pin-Yu Chen4, Hector Zenil5, Jesper Tegner6

Aff.: 1School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA; 2School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA; NVIDIA Research, Santa Clara, CA 95051, USA; 3Wells Fargo, New York, NY 10017, USA; 4IBM Research, Yorktown Heights, NY 10598, USA; 5Biomedical Engineering and Imaging Sciences, King's College London, London WC2R 2LS, UK; 6Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal 23955-6900, Saudi Arabia

Arxiv: http://arxiv.org/abs/2411.08552v1