Search Results for author: Vojtech Havlicek

Found 2 papers, 1 papers with code

On the Role of Entanglement and Statistics in Learning

no code implementations NeurIPS 2023 Srinivasan Arunachalam, Vojtech Havlicek, Louis Schatzki

We exhibit a class $C$ that gives an exponential separation between QSQ learning and quantum learning with entangled measurements (even in the presence of noise).

PAC learning

Supervised learning with quantum enhanced feature spaces

1 code implementation30 Apr 2018 Vojtech Havlicek, Antonio D. Córcoles, Kristan Temme, Aram W. Harrow, Abhinav Kandala, Jerry M. Chow, Jay M. Gambetta

Both methods represent the feature space of a classification problem by a quantum state, taking advantage of the large dimensionality of quantum Hilbert space to obtain an enhanced solution.

BIG-bench Machine Learning General Classification

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