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Mohsen Heidari

New Bounds on Quantum Sample Complexity of Measurement Classes

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Aug 22, 2024
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Efficient Gradient Estimation of Variational Quantum Circuits with Lie Algebraic Symmetries

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Apr 07, 2024
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Quantum Shadow Gradient Descent for Quantum Learning

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Oct 10, 2023
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Agnostic PAC Learning of k-juntas Using L2-Polynomial Regression

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Mar 08, 2023
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Expected Worst Case Regret via Stochastic Sequential Covering

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Sep 17, 2022
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Precise Regret Bounds for Log-loss via a Truncated Bayesian Algorithm

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May 07, 2022
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Toward Physically Realizable Quantum Neural Networks

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Mar 22, 2022
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On Agnostic PAC Learning using $\mathcal{L}_2$-polynomial Regression and Fourier-based Algorithms

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Feb 11, 2021
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