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- W4308284841 abstract "Parametrized Quantum Circuits (PQCs) enable a novel method for machine learning (ML). However, from a computational point of view they present a challenge to existing eXplainable AI (xAI) methods. On the one hand, measurements on quantum circuits introduce probabilistic errors which impact the convergence of these methods. On the other hand, the phase space of a quantum circuit expands exponentially with the number of qubits, complicating efforts to execute xAI methods in polynomial time. In this paper we will discuss the performance of established xAI methods, such as Baseline SHAP and Integrated Gradients. Using the internal mechanics of PQCs we study ways to speed up their computation." @default.
- W4308284841 created "2022-11-10" @default.
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- W4308284841 date "2022-11-02" @default.
- W4308284841 modified "2023-09-27" @default.
- W4308284841 title "eXplainable AI for Quantum Machine Learning" @default.
- W4308284841 doi "https://doi.org/10.48550/arxiv.2211.01441" @default.
- W4308284841 hasPublicationYear "2022" @default.
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