Outlier Detection Using Generative Models with Theoretical Performance Guarantees

Jirong Yi, Jingchao Gao, Tianming Wang, Xiaodong Wu, Weiyu Xu

Type: Article

Publication Date: 2024-01-01

Citations: 0

DOI: https://doi.org/10.1109/tit.2024.3514636

View Publication

Download PDF

Locations

arXiv (Cornell University) - View - PDF
IEEE Transactions on Information Theory - View

Similar Works

Action	Title	Year	Authors
+	Generative Ensembles for Robust Anomaly Detection	2018	Hyunsun Choi Eric Jang
+	Assumptions and Outliers Detection	1999
+	Outlier Detection with Finite Mixture Model	2009	Lisha Wang
+	Testing for outliers and inference in the presence of outliers	1982	S.H. Kunchur
+	Linear Models for Outlier Detection	2016	Charu C. Aggarwal
+	Comparing Probabilistic Methods for Outlier Detection in Linear Models	1993	Daniel Peña Irwin Guttman
+	Outlier-resistant methods for estimation and model fitting	1994	Dominic F. Vecchia Jolene D. Splett
+	Statistical methods for outlier detection	2018	Hideitsu Hino
+	Outlier detection in multiplicative error models	2024	Guohong Li Huijuan Xin Fuqiang Lv Xiaohui Song
+	Density-based detection for outliers and noises	2010	Yi Zhang Xumin Liu Yong Guan
+	Outlier Detection	2018	Arthur Zimek Erich Schubert
+	Outlier Detection	2013	Mohiuddin Ahmed Abdun Naser Mahmood Jiankun Hu
+	Outlier Detection	2006	Irad Ben‐Gal
+	Outlier Detection	2017	Arthur Zimek Erich Schubert
+ PDF Chat	Generating Artificial Outliers in the Absence of Genuine Ones — A Survey	2021	Georg Steinbuß Klemens Böhm
+	Outliers and Bayesian Inference	1998	Peter Sykacek
+	Robust latent class analysis through outlier detection and modelling	2014	B. Francis Fulvia Pennoni Silvia Pandolfi Francesco Bartolucci
+ PDF Chat	Out-of-Distribution Detection Using Outlier Detection Methods	2022	Jan Diers Christian Pigorsch
+	Robust Estimation and Outlier Detection with Correlation Coefficients	1975	Susan J. Devlin R. Gnanadesikan J. R. Kettenring
+	Density estimation applications for outlier detection	1979	Michael E. Tarter

Works That Cite This (0)

Action	Title	Year	Authors

Works Cited by This (0)

Action	Title	Year	Authors