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01/27/2023
Quantum Ridgelet Transform: Winning Lottery Ticket of Neural Networks with Quantum Computation
Ridgelet transform has been a fundamental mathematical tool in the theor...
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11/15/2021
Stochastic Gradient Line Bayesian Optimization: Reducing Measurement Shots in Optimizing Parameterized Quantum Circuits
Optimization of parameterized quantum circuits is indispensable for appl...
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06/16/2021
Exponential Error Convergence in Data Classification with Optimized Random Features: Acceleration by Quantum Machine Learning
Random features are a central technique for scalable learning algorithms...
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04/22/2020
