43 citations · 44 across the 2 of their papers we have counts for
2 papers
math.ST2013★ 43 cited
Variable transformation to obtain geometric ergodicity in the random-walk Metropolis algorithm
Leif T. Johnson, Charles J. Geyer
A random-walk Metropolis sampler is geometrically ergodic if its equilibrium density is super-exponentially light and satisfies a curvature condition [Stochastic Process. Appl. 85…
cs.LG2013★ 1 cited
Switched linear encoding with rectified linear autoencoders
Leif Johnson, Craig Corcoran
Several recent results in machine learning have established formal connections between autoencoders---artificial neural network models that attempt to reproduce their inputs---and…