42 citations · 156 across the 35 of their papers we have counts for
3 papers · 1 filter
Sampling with collective variables: Relative error analysis for umbrella sampling under general conditions
Holden Lee, Matheau Santana-Gijzen, Jonathan Weare
We consider the problem of estimating the expectation of a function (observable) with respect to a high-dimensional probability distribution, under the assumption that a low-dimens…
Weak Poincaré Inequalities via Approximate Stochastic Localization: Application to Sampling the Sherrington-Kirkpatrick Model
Ewan Davies, Holden Lee, Juspreet Singh Sandhu +1
We develop a new method for proving a weak functional inequality by first proving it for a sufficiently regular sequence of distributions approximating the stochastic localization…
Potential Hessian Ascent III: Sampling the Sherrington--Kirkpatrick Model at Beta < 1/2
Ewan Davies, Holden Lee, Juspreet Singh Sandhu +1
We give a polynomial-time algorithm to sample from the Gibbs measure of the Sherrington-Kirkpatrick model with negligible total-variation distance (TVD) error up to inverse tempera…