465 citations · 543 across the 11 of their papers we have counts for
Showing 2015Show all
2 papers · 1 filter
stat.ME2015★ 4 cited
A Unified Treatment of Predictive Model Comparison
Michael Betancourt
The predictive performance of any inferential model is critical to its practical success, but quantifying predictive performance is a subtle statistical problem. In this paper I sh…
stat.ME2015★ 19 cited
The Fundamental Incompatibility of Hamiltonian Monte Carlo and Data Subsampling
M. J. Betancourt
Leveraging the coherent exploration of Hamiltonian flow, Hamiltonian Monte Carlo produces computationally efficient Monte Carlo estimators, even with respect to complex and high-di…