TypeName FilesAddedSizeDLs
Crater Detection via Genetic Search Methods to Reduce Image Features 1 2013-12-15 19.31MB 1,9962+ 0
Structured Sparsity via Alternating Direction Methods 1 2014-04-28 629.89kB 501+ 0
Think Bayes - Bayesian Statistics Made Simple 1 2014-02-04 2.37MB 3,63412+ 1
Efficient Methods for Robust Classification Under Uncertainty in Kernel Matrices 1 2014-04-28 395.10kB 402+ 0
Kernel Methods for Relation Extraction 1 2014-04-28 1.70MB 481+ 0
Use of the Zero-Norm with Linear Models and Kernel Methods (Kernel Machines Section) 1 2014-04-28 230.27kB 452+ 0
On the Consistency of Multiclass Classification Methods (Special Topic on the Conference on Learning Theory 2005) 1 2014-04-28 174.76kB 341+ 0
Complete Identification Methods for the Causal Hierarchy(Special Topic on Causality) 1 2014-04-28 495.05kB 39 0
Consistency of Multiclass Empirical Risk Minimization Methods Based on Convex Loss 1 2014-04-28 122.78kB 291+ 0
Adaptive Subgradient Methods for Online Learning and Stochastic Optimization 1 2014-04-28 307.88kB 391+ 0
Introduction to the Special Issue on Kernel Methods (Kernel Machines Section) 1 2014-04-28 81.05kB 37 0
Stochastic Dual Coordinate Ascent Methods for Regularized Loss Minimization 1 2014-04-28 711.51kB 32 0
Stochastic Methods for l1-regularized Loss Minimization 1 2014-04-28 517.56kB 34 0
Information Rates of Nonparametric Gaussian Process Methods 1 2014-04-28 198.20kB 331+ 0
Learning a Robust Relevance Model for Search Using Kernel Methods 1 2014-04-28 256.74kB 351+ 0
Machine Learning Methods for Predicting Failures in Hard Drives: A Multiple-Instance Application 1 2014-04-28 274.51kB 461+ 0
A Framework for Evaluating Approximation Methods for Gaussian Process Regression 1 2014-04-28 331.77kB 481+ 0
Deterministic Error Analysis of Support Vector Regression and Related Regularized Kernel Methods 1 2014-04-28 163.77kB 381+ 0
Proximal Methods for Hierarchical Sparse Coding 1 2014-04-28 611.35kB 32 0
Learning Multiple Tasks with Kernel Methods 1 2014-04-28 164.09kB 602+ 0