185 citations · 1.7k across the 78 of their papers we have counts for
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cond-mat.stat-mech2007★ 63 cited
Physical limits of inference
David H. Wolpert
I show that physical devices that perform observation, prediction, or recollection share an underlying mathematical structure. I call devices with that structure "inference devices…
cs.LG2007★ 11 cited
Parametric Learning and Monte Carlo Optimization
David H. Wolpert, Dev G. Rajnarayan
This paper uncovers and explores the close relationship between Monte Carlo Optimization of a parametrized integral (MCO), Parametric machine-Learning (PL), and `blackbox' or `orac…