TypeName FilesAddedSizeDLs
Differential Privacy for Functions and Functional Data 1 2014-04-28 314.75kB 361+ 0
GURLS: A Least Squares Library for Supervised Learning 1 2014-04-28 76.03kB 511+ 0
Multivariate Convex Regression with Adaptive Partitioning 1 2014-04-28 1.73MB 49 0
On the Convergence of Maximum Variance Unfolding 1 2014-04-28 219.46kB 361+ 0
PC Algorithm for Nonparanormal Graphical Models 1 2014-04-28 177.77kB 802+ 0
Random Spanning Trees and the Prediction of Weighted Graphs 1 2014-04-28 369.54kB 592+ 0
The Nonparanormal: Semiparametric Estimation of High Dimensional Undirected Graphs 1 2014-04-28 1.53MB 36 0
Dynamic Affine-Invariant Shape-Appearance Handshape Features and Classification in Sign Language Videos 1 2014-04-28 3.98MB 39 0
Risk Bounds of Learning Processes for Lvy Processes 1 2014-04-28 273.29kB 421+ 0
Dimension Independent Similarity Computation 1 2014-04-28 190.02kB 341+ 0
Cluster Analysis: Unsupervised Learning via Supervised Learning with a Non-convex Penalty 1 2014-04-28 240.33kB 561+ 0
Finding Optimal Bayesian Networks Using Precedence Constraints 1 2014-04-28 343.11kB 401+ 0
Conjugate Relation between Loss Functions and Uncertainty Sets in Classification Problems 1 2014-04-28 535.15kB 50 0
A Binary-Classification-Based Metric between Time-Series Distributions and Its Use in Statistical and Learning Problems 1 2014-04-28 207.38kB 421+ 0
Using Symmetry and Evolutionary Search to Minimize Sorting Networks 1 2014-04-28 507.96kB 44 0
Comment on "Robustness and Regularization of Support Vector Machines" by H. Xu et al. (Journal of Machine Learning Research, vol. 10, pp. 1485-1510, 2009) 1 2014-04-28 41.09kB 37 0
Training Energy-Based Models for Time-Series Imputation 1 2014-04-28 419.20kB 521+ 0
Query Induction with Schema-Guided Pruning Strategies 1 2014-04-28 424.42kB 471+ 0
A Max-Norm Constrained Minimization Approach to 1-Bit Matrix Completion 1 2014-04-28 269.06kB 321+ 0
Pairwise Likelihood Ratios for Estimation of Non-Gaussian Structural Equation Models 1 2014-04-28 1.16MB 44 0