28th Annual Conference on Learning Theory (COLT), Paris 2015

Learning Quantum Circuits with Queries

author: Jeremy Kun, Department of Mathematics, Statistics and Computer Science, University of Illinois at Chicago
published: Aug. 20, 2015, recorded: July 2015, views: 1458

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Description

We pose an open problem on the complexity of learning the behavior of a quantum circuit with value injection queries. We define the learning model for quantum circuits and give preliminary results. Using the test-path lemma of Angluin et al. (2009a), we show that new ideas are likely needed to tackle value injection queries for the quantum setting.

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