activity
20142021
most citedA statistical framework for fair predictive algorithms

58 citations · 198 across the 19 of their papers we have counts for

collaborators
Showing 2017 · math.PRShow all

2 papers · 2 filters

math.PR2017★ 12 cited

Error bounds for Approximations of Markov chains used in Bayesian Sampling

James E. Johndrow, Jonathan C. Mattingly

We give a number of results on approximations of Markov kernels in total variation and Wasserstein norms weighted by a Lyapunov function. The results are applied to examples from B…

math.PR2017★ 5 cited

Coupling and Decoupling to bound an approximating Markov Chain

James E. Johndrow, Jonathan C. Mattingly

This simple note lays out a few observations which are well known in many ways but may not have been said in quite this way before. The basic idea is that when comparing two differ…