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Data Mining

643 directly classified papers

Papers per year

Papers

What do row and column marginals reveal about your dataset? NIPS 2013
Matrix Completion From any Given Set of Observations NIPS 2013
Efficient Online Inference for Bayesian Nonparametric Relational Models NIPS 2013
Documents as multiple overlapping windows into grids of counts NIPS 2013
Robust Bloom Filters for Large MultiLabel Classification Tasks NIPS 2013
Tree-Independent Dual-Tree Algorithms ICML 2013
Copy or Coincidence? A Model for Detecting Social Influence and Duplication Events ICML 2013
Nonparametric Multi-group Membership Model for Dynamic Networks NIPS 2013
Speeding up Permutation Testing in Neuroimaging NIPS 2013
QuantMiner for Mining Quantitative Association Rules JMLR 2013
Entropy Estimations Using Correlated Symmetric Stable Random Projections NIPS 2012
Efficient Gaussian Process Inference for Short-Scale Spatio-Temporal Modeling AISTATS 2012
Detecting Network Cliques with Radon Basis Pursuit AISTATS 2012
Link Prediction in Graphs with Autoregressive Features NIPS 2012
Learning with Partially Absorbing Random Walks NIPS 2012
Learning Temporal Association Rules on Symbolic Time Sequences ACML 2012
Pattern for Python JMLR 2012
Learning High-Density Regions for a Generalized Kolmogorov-Smirnov Test in High-Dimensional Data NIPS 2012
A Linear Time Active Learning Algorithm for Link Classification NIPS 2012
Factorized Diffusion Map Approximation AISTATS 2012
Ranking annotators for crowdsourced labeling tasks NIPS 2011
Improving Topic Coherence with Regularized Topic Models NIPS 2011
Data Skeletonization via Reeb Graphs NIPS 2011
Bayesian Bias Mitigation for Crowdsourcing NIPS 2011
Hierarchical Topic Modeling for Analysis of Time-Evolving Personal Choices NIPS 2011