Convex Point Estimation using Undirected Bayesian Transfer Hierarchies
Advanced Natural Language Processing
A Hilbert-Schmidt Dependence Maximization Approach to Unsupervised Structure Discovery
Efficient Discriminative Training Method for Structured Predictions
Joint Max Margin and Max Entropy Learning of Graphical Models
Cost-sensitive learning based on Bregman divergences
Advanced Complexity Theory
Face Recognition Based on Image Sets
Stochastic Methods for L1 Regularized Loss Minimization
Flow-based Bayesian Estimation of Nonlinear Differential Equations for Modeling Biological Network