TypeName FilesAddedSizeDLs
A Probabilistic Analysis of EM for Mixtures of Separated, Spherical Gaussians 1 2014-04-28 192.02kB 351+ 0
A Generalized Maximum Entropy Approach to Bregman Co-clustering and Matrix Approximation 1 2014-04-28 518.05kB 39 0
Undercomplete Blind Subspace Deconvolution 1 2014-04-28 803.71kB 36 0
Kernel Methods for Measuring Independence 1 2014-04-28 478.95kB 34 0
Generalization Bounds for Ranking Algorithms via Algorithmic Stability 1 2014-04-28 262.74kB 521+ 0
Rearrangement Clustering: Pitfalls, Remedies, and Applications 1 2014-04-28 866.52kB 36 0
Efficient Online and Batch Learning Using Forward Backward Splitting 1 2014-04-28 514.50kB 36 0
Learning Halfspaces with Malicious Noise 1 2014-04-28 193.75kB 421+ 0
Penalized Model-Based Clustering with Application to Variable Selection 1 2014-04-28 127.93kB 371+ 0
Belief Propagation for Continuous State Spaces: Stochastic Message-Passing with Quantitative Guarantees 1 2014-04-28 519.90kB 35 0
Learning Hidden Variable Networks: The Information Bottleneck Approach 1 2014-04-28 661.62kB 35 0
Multiclass Classification with Multi-Prototype Support Vector Machines 1 2014-04-28 375.44kB 281+ 0
Improving CUR Matrix Decomposition and the Nystrom Approximation via Adaptive Sampling 1 2014-04-28 691.67kB 34 0
On the Effectiveness of Laplacian Normalization for Graph Semi-supervised Learning 1 2014-04-28 287.25kB 301+ 0
Stability of Randomized Learning Algorithms 1 2014-04-28 177.76kB 411+ 0
An Analysis of Convex Relaxations for MAP Estimation of Discrete MRFs 1 2014-04-28 827.67kB 40 0
Comments on the "Core Vector Machines: Fast SVM Training on Very Large Data Sets" 1 2014-04-28 131.09kB 351+ 0
Revised Loss Bounds for the Set Covering Machine and Sample-Compression Loss Bounds for Imbalanced Data 1 2014-04-28 332.07kB 301+ 0
Beyond Fano's Inequality: Bounds on the Optimal F-Score, BER, and Cost-Sensitive Risk and Their Implications 1 2014-04-28 542.56kB 46 0
GPstuff: Bayesian Modeling with Gaussian Processes 1 2014-04-28 74.12kB 351+ 0