Efficient Mass Matrix Estimation with Gaussian Cooling
stat.CO, math.PR, math.ST, stat.ML, stat.TH
Submitted: 2026-10-03
Updated: 2026-10-03
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Sources
- Shifted Composition IV: Toward Ballistic Acceleration for Log-Concave Sampling
- A Conceptual Introduction to Hamiltonian Monte Carlo
- The Geometry of Hamiltonian Monte Carlo
- New affine invariant ensemble samplers and their dimensional scaling
- Accelerated High-Accuracy Sampling from a Warm Start via the Proximal Bouncy Particle Sampler
- Smoothed Picard Hamiltonian Monte Carlo
- Exact simulation of diffusions and improved algorithms for log-concave sampling
- Convergence of the Riemannian Langevin Algorithm
- A Non-asymptotic Analysis for Learning and Applying a Preconditioner in MCMC
- Algorithmic warm starts for Hamiltonian Monte Carlo
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