Enhancing Gradient-based Discrete Sampling via Parallel Tempering
Luxu Liang, Y. Jia, and F. Zhou
Preprint · 2025
· arXiv
· Code
Non-asymptotic Convergence Analysis of the Stochastic Gradient Hamiltonian Monte Carlo Algorithm with Discontinuous Stochastic Gradient with Applications to Training of ReLU Neural Networks
Luxu Liang, A. Neufeld, and Y. Zhang
Revise & Resubmit · IMA Journal of Numerical Analysis
· arXiv
· Code