35 citations · 35 across the 1 of their papers we have counts for
3 papers
math.PR2016★ 35 cited
Well-posed Bayesian inverse problems and heavy-tailed stable quasi-Banach space priors
T. J. Sullivan
This article extends the framework of Bayesian inverse problems in infinite-dimensional parameter spaces, as advocated by Stuart (Acta Numer. 19:451--559, 2010) and others, to the…
math.ST2013
Brittleness of Bayesian Inference Under Finite Information in a Continuous World
Houman Owhadi, Clint Scovel, Tim Sullivan
We derive, in the classical framework of Bayesian sensitivity analysis, optimal lower and upper bounds on posterior values obtained from Bayesian models that exactly capture an arb…
math.PR2012
Thermalization of rate-independent processes by entropic regularization
T. J. Sullivan, M. Koslowski, F. Theil +1
We consider the effective behaviour of a rate-independent process when it is placed in contact with a heat bath. The method used to "thermalize" the process is an interior-point en…