Mauro Camara Escudero
Mauro Camara Escudero
Posts
Talks
Projects
Consulting
Freelance
Ramblings
Contact
Table of Contents
1) Measure Theory
Sets
2) Generative Models
GANs
VAEs
NFs
3) Causal ML
Rubin Causal Model
Structural Causal Model
4) Alignment
Overview
5) Decision Trees
Classification Trees
Regression Trees
Pruning Regression Trees
Random Forests
AdaBoost
Gradient Boost for Regression
5) PCA
Main Ideas
Contents
Alignment
Previous
Structural Causal Model
Next
Packing
Cite
×