Closed-form EM for Sparse Coding and its Application to Source Separation

Clustering Based on Pairwise Distances When the Data is of Mixed Dimensions

Clustering Dynamic Web Usage Data

Clustering Stability: An Overview

Co-clustering for Directed Graphs; the Stochastic Co-Blockmodel and a Spectral Algorithm

Coherence Functions with Applications in Large-Margin Classification Methods

Comment on "Fastest learning in small-world neural networks"

Community Detection in Networks: The Leader-Follower Algorithm

Comparing Probabilistic Models for Melodic Sequences

Component models for large networks

Composite Binary Losses

Compressed Regression

Compressive Network Analysis

Computing p-values of LiNGAM outputs via Multiscale Bootstrap

Concentration inequalities of the cross-validation estimate for stable predictors

Concentration inequalities of the cross-validation estimator for Empirical Risk Minimiser

Concept Modeling with Superwords

Condition Number Analysis of Kernel-based Density Ratio Estimation

Constrained Mixture Models for Asset Returns Modelling

Constrained variable clustering and the best basis problem in functional data analysis