conftrace_

outlier detection

319 papers

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Also known as

OD

Co-occurring keywords

anomaly detection (747) robust statistics (102) robust estimation (168) unsupervised learning (3264) principal component analysis (316) robust optimization (307) robust principal component analysis (62) approximation algorithm (630) robust regression (79) dimensionality reduction (720)

Papers

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