102 citations · 251 across the 16 of their papers we have counts for
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stat.ML2016
Geometric adaptive Monte Carlo in random environment
Theodore Papamarkou, Alexey Lindo, Eric B. Ford
Manifold Markov chain Monte Carlo algorithms have been introduced to sample more effectively from challenging target densities exhibiting multiple modes or strong correlations. Suc…
cs.MS2016★ 102 cited
Forward-Mode Automatic Differentiation in Julia
Jarrett Revels, Miles Lubin, Theodore Papamarkou
We present ForwardDiff, a Julia package for forward-mode automatic differentiation (AD) featuring performance competitive with low-level languages like C++. Unlike recently develop…