Anomaly Detection

Interactive Anomaly Detection in Mixed Tabular Data using Bayesian Networks PGM 2020 tpprof: A Network Traffic Pattern Profiler NSDI 2020 Functional Isolation Forest ACML 2019 On Whom Should I Perform this Lab Test Next? An Active Feature Elicitation Approach IJCAI 2018 Sorting out typicality with the inverse moment matrix SOS polynomial NeurIPS 2016 Auditing: Active Learning with Outcome-Dependent Query Costs NeurIPS 2013 Fast Generalized Subset Scan for Anomalous Pattern Detection JMLR 2013 Rapid Distance-Based Outlier Detection via Sampling NeurIPS 2013 Identification of Recurrent Patterns in the Activation of Brain Networks 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 Anomaly Detection with Score functions based on Nearest Neighbor Graphs NeurIPS 2009 White Functionals for Anomaly Detection in Dynamical Systems NeurIPS 2009 Empirical performance maximization for linear rank statistics NeurIPS 2008 Nearest-Neighbor-Based Active Learning for Rare Category Detection NeurIPS 2007 Geometric entropy minimization (GEM) for anomaly detection and localization NeurIPS 2006 In-Network PCA and Anomaly Detection NeurIPS 2006