outlier detection

Robust Kernel Density Estimation JMLR 2012 Learning to Locate Relative Outliers ACML 2011 Relative Density-Ratio Estimation for Robust Distribution Comparison NeurIPS 2011 Shaping Level Sets with Submodular Functions NeurIPS 2011 Robust Clustering as Ensembles of Affinity Relations NeurIPS 2010 Robust PCA via Outlier Pursuit NeurIPS 2010 Efficient Bregman Range Search NeurIPS 2009 Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Matrices via Convex Optimization NeurIPS 2009 Efficient Direct Density Ratio Estimation for Non-stationarity Adaptation and Outlier Detection NeurIPS 2008 On the Design of Loss Functions for Classification: theory, robustness to outliers, and SavageBoost NeurIPS 2008 Robust Kernel Principal Component Analysis NeurIPS 2008 Robust Regression with Twinned Gaussian Processes NeurIPS 2007 A new inlier identification scheme for robust estimation problems RSS 2006 Geometric entropy minimization (GEM) for anomaly detection and localization NeurIPS 2006 Outdoor Path Labeling Using Polynomial Mahalanobis Distance RSS 2006 Robust Principal Component Analysis with Adaptive Selection for Tuning Parameters JMLR 2004 One-Class SVMs for Document Classification JMLR 2001 Support Vector Clustering JMLR 2001 Uniform Object Generation for Optimizing One-class Classifiers JMLR 2001