Rational Kernels: A General Machine Learning Framework for the Analysis of Text, Speech and Biological Sequences
Support Vector Machines
Policy Search for RL
Machine Learning for Brain-Computer Interfaces
Convex Variational Bayesian Inference for Large Scale Generalized Linear Models
Vision-Based Control, Control-Based Vision, and the Information Knot That Ties Them
Evolving Systems
Reinforcement Learning
New Methods and Application Domains for Stimulus Driven BCI's
Optimization in Machine Learning: Recent Developments and Current Challenges