Pinned Repositories
approximate-inference
Expectation Maximisation, Variational Bayes, ARD, Loopy Belief Propagation, Gaussian Process Regression
distribution-discrepancies
Maximum Mean Discrepancy (MMD), Kernel Stein Discrepancy (KSD), and Fisher Divergence
gvi-gaussian-process
Generalised Variational Inference (GVI) for Gaussian Processes in JAX
probabilistic-and-unsupervised-learning
Expectation Maximisation, MCMC Sampling, Convex Optimisation
438
MIE438 project
jswu18's Repositories
jswu18/distribution-discrepancies
Maximum Mean Discrepancy (MMD), Kernel Stein Discrepancy (KSD), and Fisher Divergence
jswu18/gvi-gaussian-process
Generalised Variational Inference (GVI) for Gaussian Processes in JAX
jswu18/approximate-inference
Expectation Maximisation, Variational Bayes, ARD, Loopy Belief Propagation, Gaussian Process Regression
jswu18/probabilistic-and-unsupervised-learning
Expectation Maximisation, MCMC Sampling, Convex Optimisation