TypeName FilesAddedSizeDLs
A Very Fast Learning Method for Neural Networks Based on Sensitivity Analysis 1 2014-04-28 399.65kB 751+ 0
On Inferring Application Protocol Behaviors in Encrypted Network Traffic (Special Topic on Machine Learning for Computer Security) 1 2014-04-28 275.12kB 771+ 0
Computational and Theoretical Analysis of Null Space and Orthogonal Linear Discriminant Analysis 1 2014-04-28 156.31kB 441+ 0
Subgroup Analysis via Recursive Partitioning 1 2014-04-28 143.83kB 301+ 0
Bayesian Network Learning with Parameter Constraints (Special Topic on Machine Learning and Optimization) 1 2014-04-28 259.55kB 521+ 0
A Cure for Variance Inflation in High Dimensional Kernel Principal Component Analysis 1 2014-04-28 577.25kB 42 0
Theoretical Analysis of Bayesian Matrix Factorization 1 2014-04-28 581.48kB 43 0
Bayesian Quadratic Discriminant Analysis 1 2014-04-28 196.90kB 341+ 0
Parallel Algorithm for Learning Optimal Bayesian Network Structure 1 2014-04-28 394.24kB 431+ 0
Optimising Kernel Parameters and Regularisation Coefficients for Non-linear Discriminant Analysis 1 2014-04-28 487.93kB 32 0
Incremental Support Vector Learning: Analysis, Implementation and Applications (Special Topic on Machine Learning and Optimization) 1 2014-04-28 259.91kB 401+ 0
Worst-Case Analysis of Selective Sampling for Linear Classification 1 2014-04-28 184.34kB 311+ 0
Analysis of Variance of Cross-Validation Estimators of the Generalization Error 1 2014-04-28 294.94kB 311+ 0
Learning Transformation Models for Ranking and Survival Analysis 1 2014-04-28 806.05kB 37 0
Convex and Network Flow Optimization for Structured Sparsity 1 2014-04-28 763.93kB 43 0
A Refined Margin Analysis for Boosting Algorithms via Equilibrium Margin 1 2014-04-28 244.70kB 371+ 0
Learning High-Dimensional Markov Forest Distributions: Analysis of Error Rates 1 2014-04-28 331.37kB 341+ 0
Noisy-OR Component Analysis and its Application to Link Analysis 1 2014-04-28 529.55kB 33 0
A Probabilistic Analysis of EM for Mixtures of Separated, Spherical Gaussians 1 2014-04-28 192.02kB 351+ 0
An Analysis of Convex Relaxations for MAP Estimation of Discrete MRFs 1 2014-04-28 827.67kB 40 0