A First Course in Monte Carlo Methods

arXiv:2405.16359 · stat.CO, cs.NA, math.HO, math.NA · Submitted 2024-05-25 · Read on arXiv

stat.CO, cs.NA, math.HO, math.NA

Submitted: 2024-05-25

Updated: 2026-10-29

Terminology

• Clarity — 1× in this paper · explained in 3 episodes
• Gradient Flow — 1× in this paper · explained in 2 episodes

Related papers

• A fast non-reversible sampler for Bayesian mixture models
• Least squares variational inference
• A Computable Measure of Suboptimality for Entropy-Regularised Variational Objectives
• BKP: An R Package for Beta Kernel Process Modeling
• Interacting Annealed Importance Sampling via Population-Based MCMC Kernels
• Edgewise Envelopes Between Balanced Forman and Ollivier-Ricci Curvature