Introduction to Kernel Methods
A Tour of Modern "Image Processing"
Optimization Algorithms in Machine Learning
Rational Kernels: A General Machine Learning Framework for the Analysis of Text, Speech and Biological Sequences
Path coding penalties for directed acyclic graphs
Theory and Applications of Kernel Space
High-Dimensional Statistics
Kernel Methods
Sharp analysis of low-rank kernel matrix approximations
A Stochastic PCA and SVD Algorithm with an Exponential Convergence Rate