Completed
Adversarial Corruptions
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Robust Design Discovery and Exploration in Bayesian Optimization
Automatically move to the next video in the Classroom when playback concludes
- 1 Intro
- 2 Impactful Real-World Problems
- 3 Experimentation and Discovery
- 4 Gaussian Process Leaming and Confidence Bounds
- 5 Robust Bayesian Optimization
- 6 Example 1: Group Robustness
- 7 Example 2: Robust Design Discovery
- 8 Key Analysis Ideas
- 9 Robust Model-based Reinforcement Leaming
- 10 Adversarial Corruptions
- 11 Novel Corrupted Confidence Bounds
- 12 Robust Gaussian Process Phased Elimination (RGP-PE)
- 13 Robustness to Attacks
