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TypeName FilesAddedSizeDLs
Convex and Network Flow Optimization for Structured Sparsity 1 2014-04-28 763.93kB 432+ 0
A Refined Margin Analysis for Boosting Algorithms via Equilibrium Margin 1 2014-04-28 244.70kB 372+ 0
Noisy-OR Component Analysis and its Application to Link Analysis 1 2014-04-28 529.55kB 332+ 0
Learning High-Dimensional Markov Forest Distributions: Analysis of Error Rates 1 2014-04-28 331.37kB 331+ 0
A Probabilistic Analysis of EM for Mixtures of Separated, Spherical Gaussians 1 2014-04-28 192.02kB 352+ 0
An Analysis of Convex Relaxations for MAP Estimation of Discrete MRFs 1 2014-04-28 827.67kB 402+ 0
Bayesian Network Structure Learning by Recursive Autonomy Identification 1 2014-04-28 532.30kB 422+ 0
How to Solve Classification and Regression Problems on High-Dimensional Data with a Supervised Extension of Slow Feature Analysis 1 2014-04-28 1.19MB 442+ 0
Stationary-Sparse Causality Network Learning 1 2014-04-28 416.79kB 312+ 0
Deterministic Error Analysis of Support Vector Regression and Related Regularized Kernel Methods 1 2014-04-28 163.77kB 382+ 0
Analysis of Perceptron-Based Active Learning 1 2014-04-28 176.01kB 432+ 0
Reinforcement Learning in Finite MDPs: PAC Analysis 1 2014-04-28 272.55kB 391+ 0
Learning Theory Analysis for Association Rules and Sequential Event Prediction 1 2014-04-28 1.99MB 362+ 0
Optimal Discovery with Probabilistic Expert Advice: Finite Time Analysis and Macroscopic Optimality 1 2014-04-28 327.20kB 331+ 0
Divvy: Fast and Intuitive Exploratory Data Analysis 1 2014-04-28 276.72kB 471+ 0
Bayesian Canonical Correlation Analysis 1 2014-04-28 515.47kB 452+ 0
CODA: High Dimensional Copula Discriminant Analysis 1 2014-04-28 399.30kB 371+ 0
Stress Functions for Nonlinear Dimension Reduction, Proximity Analysis, and Graph Drawing 1 2014-04-28 593.04kB 1283+ 0
Cluster Analysis: Unsupervised Learning via Supervised Learning with a Non-convex Penalty 1 2014-04-28 240.33kB 531+ 0
Supervised Feature Selection in Graphs with Path Coding Penalties and Network Flows 1 2014-04-28 373.95kB 422+ 0

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