1 Billion Instances, 1 Thousand Machines and 3.5 Hours
Generalizations of the Theory of Linearly Solvable MDPs
Various Formulations for Learning the Kernel and Structured Sparsity
The Rate of Convergence of AdaBoost
A thermodynamical theory for nonequilibrium systems
Mobile Autonomous Systems Laboratory
LaRank, SGD-QN - Fast Optimizers for Linear SVM
Machine Learning in Computational Biology (the frequentist approach)
Sparse Methods for Machine Learning: Theory and Algorithms
Distance based learning on relational algebra representations