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arXiv cs.LG · Papers

Active Quantum Kernel Acquisition for Gaussian Process Regression

arXiv:2606.28833v3 Announce Type: replace Abstract: Quantum kernel estimation on near-term hardware is shot-budgeted: every entry of the kernel Gram matrix is a Bernoulli expectation that must be sampled with a finite number of circuit executions. Recent work on quantum kernel classification has shown that allocating s