Applications

Streaming k-means approximation NeurIPS 2009 The Ordered Residual Kernel for Robust Motion Subspace Clustering NeurIPS 2009 White Functionals for Anomaly Detection in Dynamical Systems NeurIPS 2009 Adapting to a Market Shock: Optimal Sequential Market-Making NeurIPS 2008 An Efficient Sequential Monte Carlo Algorithm for Coalescent Clustering NeurIPS 2008 Clustering via LP-based Stabilities NeurIPS 2008 Cyclizing Clusters via Zeta Function of a Graph NeurIPS 2008 Empirical performance maximization for linear rank statistics NeurIPS 2008 Estimating Robust Query Models with Convex Optimization NeurIPS 2008 Forecasting Web Page Views: Methods and Observations JMLR 2008 Global Ranking Using Continuous Conditional Random Fields NeurIPS 2008 Inferring rankings under constrained sensing NeurIPS 2008 Influence of graph construction on graph-based clustering measures NeurIPS 2008 Learning Taxonomies by Dependence Maximization NeurIPS 2008 MCBoost: Multiple Classifier Boosting for Perceptual Co-clustering of Images and Visual Features NeurIPS 2008 Measures of Clustering Quality: A Working Set of Axioms for Clustering NeurIPS 2008 Mixed Membership Stochastic Blockmodels NeurIPS 2008 Mortal Multi-Armed Bandits NeurIPS 2008 Online Models for Content Optimization NeurIPS 2008 On the Reliability of Clustering Stability in the Large Sample Regime NeurIPS 2008 Predictive Indexing for Fast Search NeurIPS 2008 Reconciling Real Scores with Binary Comparisons: A New Logistic Based Model for Ranking NeurIPS 2008 Spectral Clustering with Perturbed Data NeurIPS 2008 Stochastic Relational Models for Large-scale Dyadic Data using MCMC NeurIPS 2008 Structured ranking learning using cumulative distribution networks NeurIPS 2008