Stat-Ml
Local Optimality of User Choices and Collaborative Competitive Filtering
Balanced Reduction of Nonlinear Control Systems in Reproducing Kernel Hilbert Space
The Degrees of Freedom of Partial Least Squares Regression
Hybrid Linear Modeling via Local Best-fit Flats
Sparse partial least squares for on-line variable selection in multivariate data streams
Regularization Strategies and Empirical Bayesian Learning for MKL
An Exponential Lower Bound on the Complexity of Regularization Paths
Nonparametric Bayesian sparse factor models with application to gene expression modeling
Classifying extremely imbalanced data sets
A sticky HDP-HMM with application to speaker diarization
Inference of global clusters from locally distributed data
Fast Sparse Decomposition by Iterative Detection-Estimation
Testing for Homogeneity with Kernel Fisher Discriminant Analysis
Escaping the curse of dimensionality with a tree-based regressor
Catching Up Faster by Switching Sooner: A Prequential Solution to the AIC-BIC Dilemma
Algorithmic Detection of Computer Generated Text
Exact Synchronization for Finite-State Sources
Support Vector Machines for Additive Models: Consistency and Robustness
Principal Graphs and Manifolds
Simulated Annealing: Rigorous finite-time guarantees for optimization on continuous domains
On Ranking Senators By Their Votes
Bayesian MAP Model Selection of Chain Event Graphs
