High-Dimensional Statistics
Convolutional Neural Networks and Computer Vision
A Survey of Model-Based Methods for Global Optimization
Learning Sparse Representations of High Dimensional Data on Large Scale Dictionaries
Introduction to Machine Learning
Optimization in Learning and Data Analysis
Sparse Estimation for Image and Vision Processing
From Trees to Forests and Rule Sets - A Unified Overview of Ensemble Methods
Stochastic optimization with non-i.id. noise
High-Dimensional Non-Linear Variable Selection through Hierarchical Kernel Learning