Geometric Data Analysis (M104)

Documents

TypeFilename UpSizeDate
Zonotope Hit-and-run for Efficient Sampling 4.33 MB11/7/19
Understanding the Metropolis-Hastings Algorithm
introductory exposition [Georgiadou]
406.17 KB10/17/20
Polyak et al.
Convex optimization
336.67 KB9/29/20
Learning Hamiltonian Monte Carlo in R
First 3 sections, the rest are optional (maybe relevant) [Zamanos]
1.62 MB10/21/20
Convergence diagnostics for Markov chain Monte Carlo
MCMC Diagnostics [Pappas]
951.92 KB10/19/20
Chapter on Volume approximation
Jerrum
307.33 KB10/9/19
Bayesian Inference: Gibbs Sampling
survey paper [Tzamos]
188.42 KB10/15/20
asg1word.pdf 71.52 KB10/21/20