Colloquium: “Quantum Disruption” Jose Ignacio Latorre (University of Barcelona and National University of Singapore)

Small quantum computers are now a reality. They provide the instrument to test new ways to process information using quantum logic. We analyze novel ideas to build hybrid quantum algorithms that combine machine learning with quantum circuits. In particular, variational methods open the possibility of dealing with non-trivial optimization problems, quantum classifiers, quantum autoencoders. Quantum … Continued

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