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Sharp dimensional analysis of midpoint methods for Langevin sampling HTWSDDAWGS

URIm2://res/HTWSDDAWGS
Kindpreprint
CreatorsFan Chen, Sinho Chewi, Jianfeng Lu, Matthew S. Zhang
Date2026-10-05
MSC62-XX, 65-XX
Subjectsarxiv math.ST, arxiv cs.DS, arxiv cs.LG, arxiv cs.NA, arxiv math.NA, arxiv stat.TH
Scopein

Expressions

e1: version, preprint

Languageen
Date2026-10-05
IdsarXiv 2610.06308

Items in this resource

The mentions of the inventory that name this resource. Each name links to the card of its inventory row.

ItemKindWhereSource
Scalar scale-Gaussian decompositionstatementlemma D.1arxiv
Randomized methods on a Gaussian targetstatementproposition 6.2arxiv
Bias accumulation at a reference lawstatementlemma 3.3arxiv
Numerical hypocoercive contractionstatementproposition 4.2arxiv
Exponential midpoint upper boundstatementtheorem 4.1arxiv
Uniform multiplier bound for sectorial operatorsstatementlemma E.1arxiv
Stationary affine recursion with a bounded perturbationstatementlemma C.3arxiv
Stationary bias and iteration lower bounds, informalstatementtheorem 1.2arxiv
Randomized overdamped lower bounds on a Gaussian targetstatementproposition 6.1arxiv
Mean error in a modulated blockstatementlemma C.4arxiv
RLMC radial lower bound on a Gaussian targetstatementproposition D.4arxiv
Conditional mean boundstatementlemma A.3arxiv
Heun upper boundstatementtheorem 3.1arxiv
Wasserstein lower bound for Gaussian scale perturbationsstatementlemma D.3arxiv
PLMC lower bound on a Gaussian targetstatementproposition D.5arxiv
Condition number lower bound for Heunstatementtheorem 5.2arxiv
Short-time stability in \(\dot H^{-1}\statementlemma B.1arxiv
One-step error at stationaritystatementproposition 4.3arxiv
Transport bound for a random displacementstatementlemma B.5arxiv
Deterministic midpoint guarantees, informalstatementtheorem 1.1arxiv
Covariance fluctuations before stationaritystatementlemma D.8arxiv
Contractivity of the Heun kernelstatementproposition 3.2arxiv
PULMC conditional covariance fluctuationsstatementlemma D.7arxiv
Gaussian convolution inequalitystatementlemma A.10arxiv
Displacement estimatesstatementlemma A.1arxiv
Gaussian lower bound for Heunstatementproposition C.2arxiv
Invariant distribution biasstatementproposition A.13arxiv
Second moment of the corrected local errorstatementlemma A.2arxiv
\(\W_2\) estimate for one auxiliary stepstatementlemma A.12arxiv
Malliavin--Stein kernel estimatestatementlemma A.4arxiv
Conditional \(\mathfrak{S}_4\) derivativestatementproposition A.6arxiv
Conditional covariance fluctuationsstatementlemma D.6arxiv
Local differential estimatesstatementlemma B.2arxiv
Matrix scale-Gaussian decompositionstatementlemma D.2arxiv
Oscillatory expectation change for Heunstatementlemma C.1arxiv
Contraction estimates for the Witten semigroupstatementlemma A.7arxiv
Heun lower bounds on an oscillatory targetstatementproposition 5.1arxiv
Corrector derivativestatementlemma A.5arxiv
Iteration lower bounds for all midpoint methodsstatementcorollary 6.3arxiv
Second action of the adjoint generatorstatementlemma B.3arxiv
\(\dot H^{-1}\) estimate for the weighted divergencestatementproposition B.4arxiv
Exponential midpoint on a Gaussian targetstatementproposition 5.3arxiv
Dimension-free analyticity on \(L^4(\pi;\mathfrak{S}_4)\statementlemma A.8arxiv
Uniform \(\mathfrak{S}_4\) Witten--Laplacian multiplierstatementlemma A.9arxiv

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