Recorded Lectures

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Introduction

Mean Field Variational Inference

Example: Gaussian distribution

VI with Direct and Reverse KL divergence

Variational Linear Regression

Black Box Variational Inference

Variance Reduction: Rao-Blackwellization

Variance Reduction: Control Variates