From Global to Local: A Scalable Benchmark for Local Posterior Sampling

Rohan Hitchcock, Jesse Hoogland

Degeneracy is an inherent feature of the loss landscape of neural networks, but it is not well understood how stochastic gradient MCMC (SGMCMC) algorithms interact with this degene…