outlier detection

Practical Bayesian optimization in the presence of outliers AISTATS 2018 Query K-means Clustering and the Double Dixie Cup Problem NeurIPS 2018 Robust Multi-view Learning via Half-quadratic Minimization IJCAI 2018 Robust Subspace Approximation in a Stream NeurIPS 2018 SoS-RSC: A Sum-of-Squares Polynomial Approach to Robustifying Subspace Clustering Algorithms CVPR 2018 Streaming Principal Component Analysis in Noisy Setting ICML 2018 Transformation Autoregressive Networks ICML 2018 Accelerated Local Anomaly Detection via Resolving Attributed Networks IJCAI 2017 Coherence Pursuit: Fast, Simple, and Robust Subspace Recovery ICML 2017 Deep Sets NeurIPS 2017 Identifying Outlier Arms in Multi-Armed Bandit NeurIPS 2017 Identifying Semantically Deviating Outlier Documents EMNLP 2017 Learning Homophily Couplings from Non-IID Data for Joint Feature Selection and Noise-Resilient Outlier Detection IJCAI 2017 Lens Depth Function and k-Relative Neighborhood Graph: Versatile Tools for Ordinal Data Analysis JMLR 2017 Matrix Completion with Noisy Entries and Outliers JMLR 2017 Optimal Shrinkage of Singular Values Under Random Data Contamination NeurIPS 2017 Outlier-Robust Tensor PCA CVPR 2017 Provable Self-Representation Based Outlier Detection in a Union of Subspaces CVPR 2017 Robust Softmax Regression for Multi-class Classification with Self-Paced Learning IJCAI 2017 Robust Survey Aggregation with Student-t Distribution and Sparse Representation IJCAI 2017 Student-t Process Regression with Student-t Likelihood IJCAI 2017 Trimmed Density Ratio Estimation NeurIPS 2017 A Pseudo-Bayesian Algorithm for Robust PCA NeurIPS 2016 Fast Algorithms for Robust PCA via Gradient Descent NeurIPS 2016 Multiple Model Fitting as a Set Coverage Problem CVPR 2016