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Nov 30, 2018
A Closer Look at Deep Policy Gradients (Part 2: Gradients and Values)
In the second part of our analysis, we examine gradient estimate quality and the value function as a variance reducing baseline.
Nov 30, 2018
A Closer Look at Deep Policy Gradients (Part 1: Intro)
An introduction to policy gradient methods, kicking off our 3-part analysis.
Nov 26, 2018
How does Batch Normalization Help Optimization?
An closer look at one of the most popular techniques in modern deep learning.
Aug 10, 2018
Training Robust Classifiers (Part 2)
A robust optimization perspective on training robust models.
Jul 11, 2018
Training Robust Classifiers (Part 1)
A robust optimization perspective on training robust models.
Jul 6, 2018
A Brief Introduction to Adversarial Examples
ML classifiers tend to be a lot more brittle than we think.
