Data Mining

Generative Models of Information Diffusion with Asynchronous Timedelay ACML 2010 Hierarchical Convex NMF for Clustering Massive Data ACML 2010 Information Retrieval Perspective to Nonlinear Dimensionality Reduction for Data Visualization JMLR 2010 Link Discovery using Graph Feature Tracking NeurIPS 2010 Mining Recurring Concept Drifts with Limited Labeled Streaming Data ACML 2010 Predicting Execution Time of Computer Programs Using Sparse Polynomial Regression NeurIPS 2010 Robust PCA via Outlier Pursuit NeurIPS 2010 Single versus Multiple Sorting in All Pairs Similarity Search ACML 2010 Subgraph Detection Using Eigenvector L1 Norms NeurIPS 2010 Towards Property-Based Classification of Clustering Paradigms NeurIPS 2010 Anomaly Detection with Score functions based on Nearest Neighbor Graphs NeurIPS 2009 A Survey of Accuracy Evaluation Metrics of Recommendation Tasks JMLR 2009 Efficient Bregman Range Search NeurIPS 2009 Factor Modeling for Advertisement Targeting NeurIPS 2009 Java-ML: A Machine Learning Library JMLR 2009 Linear-time Algorithms for Pairwise Statistical Problems NeurIPS 2009 Rank-Approximate Nearest Neighbor Search: Retaining Meaning and Speed in High Dimensions NeurIPS 2009 Streaming Pointwise Mutual Information NeurIPS 2009 Unsupervised Feature Selection for the k-means Clustering Problem NeurIPS 2009 Cyclizing Clusters via Zeta Function of a Graph NeurIPS 2008 Fast Prediction on a Tree NeurIPS 2008 Scalable Algorithms for String Kernels with Inexact Matching NeurIPS 2008 Spectral Clustering with Perturbed Data NeurIPS 2008 Visualizing Data using t-SNE JMLR 2008 Iterative Non-linear Dimensionality Reduction with Manifold Sculpting NeurIPS 2007