Mutual Information Neural Estimators
Mutual Information As part of my work on Concept Bottleneck Models, I looked at mutual information and its estimation quite often! Mutual Information is a metric for measuring the …
•
7 min read
Read more
Adaptive Random Walk Metropolis with Spectral Preconditioning
High-Level Overview In Bayesian inference, we often need to sample from complex, high-dimensional posterior distributions that are non-conjugate. While MCMC algorithms like the …
•
2 min read
Read more