TypeName FilesAddedSizeDLs
On Nearest-Neighbor Error-Correcting Output Codes with Application to All-Pairs Multiclass Support Vector Machines 1 2014-04-28 161.92kB 441+ 0
Topology Selection in Graphical Models of Autoregressive Processes 1 2014-04-28 324.79kB 381+ 0
Preference Elicitation and Query Learning (Special Topic on Learning Theory) 1 2014-04-28 208.64kB 471+ 0
Regularized Bundle Methods for Convex and Non-Convex Risks 1 2014-04-28 576.41kB 38 0
Path Kernels and Multiplicative Updates 1 2014-04-28 131.87kB 291+ 0
Max-margin Classification of Data with Absent Features 1 2014-04-28 292.24kB 421+ 0
Fast and Scalable Local Kernel Machines 1 2014-04-28 425.91kB 613+ 0
Reducing Multiclass to Binary: A Unifying Approach for Margin Classifiers 1 2014-04-28 277.92kB 451+ 0
Exact Bayesian Structure Discovery in Bayesian Networks 1 2014-04-28 173.90kB 461+ 0
Iterative Reweighted Algorithms for Matrix Rank Minimization 1 2014-04-28 335.72kB 441+ 0
Classification Using Geometric Level Sets 1 2014-04-28 1.04MB 42 0
Stability Bounds for Stationary -mixing and -mixing Processes 1 2014-04-28 207.79kB 391+ 0
Sparse Spectrum Gaussian Process Regression 1 2014-04-28 178.39kB 421+ 0
Blind Separation of Post-nonlinear Mixtures using Linearizing Transformations and Temporal Decorrelation 1 2014-04-28 918.89kB 45 0
Least-Squares Policy Iteration 1 2014-04-28 312.97kB 501+ 0
Random Search for Hyper-Parameter Optimization 1 2014-04-28 728.27kB 46 0
A Family of Additive Online Algorithms for Category Ranking 1 2014-04-28 418.00kB 401+ 0
Smoothing Multivariate Performance Measures 1 2014-04-28 858.61kB 36 0
Concentration Inequalities for the Missing Mass and for Histogram Rule Error 1 2014-04-28 323.71kB 371+ 0
On the Importance of Small Coordinate Projections 1 2014-04-28 215.55kB 391+ 0