Low-rank modeling
Building Machines that Imagine and Reason: Principles and Applications of Deep Generative Models
Sparse Methods for Machine Learning: Theory and Algorithms
Taming Information Overload
High-Dimensional Statistics
Learning Feature Hierarchies
Topic Models
From collaborative filtering to multitask learning
Classification with Deep Invariant Scattering Networks
Practical Meteorology: An Algebra-based Survey of Atmospheric Science