Applications

Forging The Graphs: A Low Rank and Positive Semidefinite Graph Learning Approach NeurIPS 2012 Frustratingly Simplified Deployment in WLAN Localization by Learning from Route Annotation ACML 2012 GenDeR: A Generic Diversified Ranking Algorithm NeurIPS 2012 Graphlet decomposition of a weighted network AISTATS 2012 Human memory search as a random walk in a semantic network NeurIPS 2012 Identification of Recurrent Patterns in the Activation of Brain Networks NeurIPS 2012 Information Theoretic Model Validation for Spectral Clustering AISTATS 2012 Iterative ranking from pair-wise comparisons NeurIPS 2012 Joint Modeling of a Matrix with Associated Text via Latent Binary Features NeurIPS 2012 Learning From Ordered Sets and Applications in Collaborative Ranking ACML 2012 Learning Label Trees for Probabilistic Modelling of Implicit Feedback NeurIPS 2012 Learning Networks of Heterogeneous Influence NeurIPS 2012 Learning Probability Measures with respect to Optimal Transport Metrics NeurIPS 2012 Learning to Discover Social Circles in Ego Networks NeurIPS 2012 Matrix reconstruction with the local max norm NeurIPS 2012 Modelling Reciprocating Relationships with Hawkes Processes NeurIPS 2012 Multi-criteria Anomaly Detection using Pareto Depth Analysis NeurIPS 2012 Nonparametric Max-Margin Matrix Factorization for Collaborative Prediction NeurIPS 2012 Online Learning of a Dirichlet Process Mixture of Generalized Dirichlet Distributions for Simultaneous Clustering and Localized Feature Selection ACML 2012 On the (Non-)existence of Convex, Calibrated Surrogate Losses for Ranking NeurIPS 2012 Patient Risk Stratification for Hospital-Associated C. diff as a Time-Series Classification Task NeurIPS 2012 PREA: Personalized Recommendation Algorithms Toolkit JMLR 2012 Reducing statistical time-series problems to binary classification NeurIPS 2012 Scalable Inference of Overlapping Communities NeurIPS 2012 Semi-Crowdsourced Clustering: Generalizing Crowd Labeling by Robust Distance Metric Learning NeurIPS 2012