Statistical Learning
Why Deep Learning is Cool
Dec 31, 2020
Some thoughts about why deep learning is interesting.
Differential Privacy and Generalization
Dec 13, 2020
How differential privacy can be used to help solve problems of overfitting in adaptive data analysis.
Learning and Uniform Convergence
Nov 11, 2020
First post in a series on generalization in machine learning.