Polyhedral Outer Approximations with Application to Natural Language Parsing
Invited Talk: Empirical Risk Minimization with Statistics of Higher Order with Examples from Bipartite Ranking
The Offset Tree for Learning with Partial Labels
Information Retrieval
Learning Theory: statistical and game-theoretic approaches
Graphical Models
Where's What? - Towards Semantic Mapping of Urban Environments
Introduction to Machine Learning
Natural Language Understanding
A Bahadur Type Representation of the Linear Support Vector Machine and its Relative Efficiency