1k citations · 4.2k across the 56 of their papers we have counts for
Showing 2015 · cs.LGShow all
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cs.LG2015★ 8 cited
Bayesian inference via rejection filtering
Nathan Wiebe, Christopher Granade, Ashish Kapoor +1
We provide a method for approximating Bayesian inference using rejection sampling. We not only make the process efficient, but also dramatically reduce the memory required relative…
cs.LG2015★ 21 cited
Quantum Inspired Training for Boltzmann Machines
Nathan Wiebe, Ashish Kapoor, Christopher Granade +1
We present an efficient classical algorithm for training deep Boltzmann machines (DBMs) that uses rejection sampling in concert with variational approximations to estimate the grad…