Dimensionality Reduction
Various Formulations for Learning the Kernel and Structured Sparsity
Machine Learning in Computational Biology (the frequentist approach)
Monte Carlo Methods
Classification with Deep Invariant Scattering Networks
Statistical Method in Economics
Learning Vector Fields with Spectral Filtering
Convex Sparse Methods for Feature Hierarchies
Information Theory
Mathematics for Computer Science