August 2022 archive

Compact quantum kernel-based binary classifier

My first paper with Stellenbosch University affiliation was published in Quantum Science and Technology. Abstract: Quantum computing opens exciting opportunities for kernel-based machine learning methods, which have broad applications in data analysis. Recent works show that quantum computers can efficiently construct a model of a classifier by engineering the quantum interference effect to carry out …

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Measure of invertible dynamical maps under convex combinations of noninvertible dynamical maps

The latest paper with Vinayak Jagadish and R. Srikanth was just published in Physical Review A.