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quant-ph2025
The Born Ultimatum: Conditions for Classical Surrogation of Quantum Generative Models with Correlators
Mario Herrero-Gonzalez, Brian Coyle, Kieran McDowall +4
Quantum Circuit Born Machines (QCBMs) are powerful quantum generative models that sample according to the Born rule, with complexity-theoretic evidence suggesting potential quantum…
stat.AP2025★ 1 cited
Semi-parametric efficient estimation of small genetic effects in large-scale population cohorts
Olivier Labayle, Breeshey Roskams-Hieter, Joshua Slaughter +5
Population genetics seeks to quantify DNA variant associations with traits or diseases, as well as interactions among variants and with environmental factors. Computing millions of…