Gareth Roberts
University of Warwick
Diffusive Behaviour Of Non-reversible Mcmc With Application To Simulated Tempering.
Holden Lee
Johns Hopkins
Efficiently Learning And Sampling Multimodal Distributions With Data-based Initialization
Eric Vigoda
UC Santa Barbara
Optimal Mixing Via Spectral Independence: Sampling Independent Sets And Colorings
Daniel Lacker
Columbia University
Projected Langevin Dynamics And A Gradient Flow For Entropic Optimal Transport
Smita Krishnaswamy
Yale University
Geometry-aware Generative Autoencoders For Sample Generation On Manifolds
Bob Carpenter
Flatiron Institute
Gist: Gibbs Self Tuning For Locally Adaptive Hamiltonian Monte Carlo
Kevin Tian
UT Austin
Algorithmic Aspects Of The Log-laplace Transform And A Non-euclidean Proximal Sampler