YoVDO

Trustworthy Machine Learning Courses

Information-Theoretic Foundations of Generative Adversarial Models
Simons Institute via YouTube
Generalization Bounds for Neural Network Based Decoders
Simons Institute via YouTube
Optimal Neural Network Compressors and the Manifold Hypothesis
Simons Institute via YouTube
Improving Accuracy-Privacy Tradeoff via Model Reprogramming
Simons Institute via YouTube
Fundamental Trade-Offs in FL-FA - Sparsity - DP - Communication Constraints
Simons Institute via YouTube
Contraction of Markov Kernels and Differential Privacy - Part I
Simons Institute via YouTube
Differential Privacy & Variants
Simons Institute via YouTube
Privacy and Fairness in Collaborative AI
Simons Institute via YouTube
Decision Making with Information-Theoretic Constraints
Simons Institute via YouTube
Variational Formulations and Distributed Convex Optimization Methods for...
Simons Institute via YouTube
Page 1 Next >