Learning Theory

Differential Privacy

Demonstration of Mini-Max Optimal Estimator in Laplacian Channel

Summaries and Presentations

On the convergence theory of MAML : Summary and Review
Gradient Descent Finds Minima

Information Bottleneck Principle in Deep Learning

Information Bottleneck Method:
Opening The Black Box Of Deep Learning Via Information