Materials

Materials

Midterm

Introduction

Basic Concepts in ML

Generative Models for Discrete data

Transformations of R.V.

Density Estimation

Variational Autoencoder (VAE)

Normalizing Flows

1. TF
2. TF
3. MLE Proof
4. Deconvolution & Checkerboard
5. Normalizing Flows

HW3

Final