Mathematics of Machine Learning
Theoretical neuroscience and deep learning theory
Machine Learning
The Sample-Computational Tradeo ff
Learning Representations: A Challenge for Learning Theory
Kernel methods and Support Vector Machines
Tradeoffs in online learning under partial information feedback
Large-scale and larger-scale image search
Theory and Applications of Kernel Space
High-Dimensional Statistics