Research and engineering of robust machine learning systems | Amazon Science

Robust Sensor Placements and Submodular Functions

1Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers

Computational Efficiency and Robust Statistics

Designing Robust Learners

Replication, Robustness and Interpretability: Improving How We Communicate Scientific Findings

Getting Robust: Securing Neural Networks against Adversarial Attacks

Robust Design Discovery and Exploration in Bayesian Optimization

Dr. Jay Bhattacharya versus Dr. Jay Bhattacharya on the definition of herd immunity

Deep Robust Reinforcement Learning and Regularization

MLconf Online 2020: ML for the Real World: Distributionally Robust Extrapolation by Anqi Angie Liu

Christoph Lampert: "Fair and Robust Machine Learning I"

Algorithmic High Dimensional Robust Statistics I

Robust Sparse Covariance Estimation by Thresholding Tyler's M-estimator

Dirk Bergemann - “Robust Mechanism Design and Implementation”

What does robust mean?

What Is Robust Control? | Robust Control, Part 1

Exact Quantities vs. Robust Qualities

Stanford Seminar - Safe and Robust Perception-Based Control

Robust Representation, Taylan Cemgil (DeepMind)