Anomaly Detection

Robust Random Cut Forest Based Anomaly Detection on Streams ICML 2016 Sorting out typicality with the inverse moment matrix SOS polynomial NeurIPS 2016 The Power of Adaptivity in Identifying Statistical Alternatives NeurIPS 2016 M-Statistic for Kernel Change-Point Detection NeurIPS 2015 A Fast and Robust Algorithm to Count Topologically Persistent Holes in Noisy Clouds CVPR 2014 On Integrated Clustering and Outlier Detection NeurIPS 2014 Unsupervised One-Class Learning for Automatic Outlier Removal CVPR 2014 Fast Generalized Subset Scan for Anomalous Pattern Detection JMLR 2013 Near-optimal Anomaly Detection in Graphs using Lovasz Extended Scan Statistic NeurIPS 2013 Online PCA for Contaminated Data NeurIPS 2013 q-OCSVM: A q-Quantile Estimator for High-Dimensional Distributions NeurIPS 2013 Rapid Distance-Based Outlier Detection via Sampling NeurIPS 2013 Dip-means: an incremental clustering method for estimating the number of clusters NeurIPS 2012 Learning High-Density Regions for a Generalized Kolmogorov-Smirnov Test in High-Dimensional Data NeurIPS 2012 Multi-criteria Anomaly Detection using Pareto Depth Analysis NeurIPS 2012 Efficient anomaly detection using bipartite k-NN graphs NeurIPS 2011 Group Anomaly Detection using Flexible Genre Models NeurIPS 2011 Hierarchical Probabilistic Models for Group Anomaly Detection AISTATS 2011 Relative Density-Ratio Estimation for Robust Distribution Comparison NeurIPS 2011 Identifying Patients at Risk of Major Adverse Cardiovascular Events Using Symbolic Mismatch NeurIPS 2010 Subgraph Detection Using Eigenvector L1 Norms NeurIPS 2010 Anomaly Detection with Score functions based on Nearest Neighbor Graphs NeurIPS 2009 Tracking Dynamic Sources of Malicious Activity at Internet Scale NeurIPS 2009 White Functionals for Anomaly Detection in Dynamical Systems NeurIPS 2009 Beyond Novelty Detection: Incongruent Events, when General and Specific Classifiers Disagree NeurIPS 2008