Advanced Probabilistic Machine Learning Variational Inference

Summary

This is Lecture 23 of the course on Details *** Sorry, this event has been postponed one week to June 6, 2023 *** Topic: We will finish our discussion of Speaker: Max Welling (University of Amsterdam) This is the twentyfourth lecture in the David Blei, Columbia University Computational Challenges in pydata.org When Bayesian modeling scales up to large datasets, traditional MCMC methods can become impractical due to ... David Blei, Rajesh Ranganath, Shakir Mohamed. One of the core problems of modern statistics and Details Topic: We will discuss preconditioned optimizers (including Adam) in section 8.4.6 of Kevin Murphy's intro book, then ... For more information about Stanford's Artificial Intelligence programs visit: stanford.io/ai To along with the course, ... Scientists and scholars across many fields seek to answer questions in their respective disciplines using large data sets.