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Fair Outlier Detection
v1v2 (latest)

Fair Outlier Detection

20 May 2020
D. P.
Savitha Sam Abraham
    FaML
ArXiv (abs)PDFHTML

Papers citing "Fair Outlier Detection"

13 / 13 papers shown
Fairness-aware Anomaly Detection via Fair Projection
Fairness-aware Anomaly Detection via Fair Projection
Feng Xiao
Xiaoying Tang
Jicong Fan
341
1
0
16 May 2025
Monotonic anomaly detection
Monotonic anomaly detection
Oliver Urs Lenz
Matthijs van Leeuwen
217
0
0
30 Oct 2024
Enhancing Fairness in Unsupervised Graph Anomaly Detection through Disentanglement
Enhancing Fairness in Unsupervised Graph Anomaly Detection through Disentanglement
Wenjing Chang
Kay Liu
Philip S. Yu
Jianjun Yu
546
4
0
03 Jun 2024
Bias Mitigation Methods for Binary Classification Decision-Making
  Systems: Survey and Recommendations
Bias Mitigation Methods for Binary Classification Decision-Making Systems: Survey and Recommendations
Madeleine Waller
Odinaldo Rodrigues
O. Cocarascu
FaMLAI4CE
253
2
0
31 May 2023
Achieving Counterfactual Fairness for Anomaly Detection
Achieving Counterfactual Fairness for Anomaly DetectionPacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2023
Xiao Han
Lu Zhang
Yongkai Wu
Shuhan Yuan
213
8
0
04 Mar 2023
Trustworthy Anomaly Detection: A Survey
Trustworthy Anomaly Detection: A Survey
Shuhan Yuan
Xintao Wu
FaML
406
10
0
15 Feb 2022
A survey on datasets for fairness-aware machine learning
A survey on datasets for fairness-aware machine learning
Tai Le Quy
Arjun Roy
Vasileios Iosifidis
Wenbin Zhang
Eirini Ntoutsi
FaML
515
340
0
01 Oct 2021
Deep Clustering based Fair Outlier Detection
Deep Clustering based Fair Outlier DetectionKnowledge Discovery and Data Mining (KDD), 2021
Hanyu Song
Peizhao Li
Hongfu Liu
FaML
255
38
0
09 Jun 2021
FiSH: Fair Spatial Hotspots
FiSH: Fair Spatial HotspotsData mining and knowledge discovery (DMKD), 2021
Deepak P
Sowmya S. Sundaram
329
1
0
01 Jun 2021
Anomaly Mining -- Past, Present and Future
Anomaly Mining -- Past, Present and FutureInternational Joint Conference on Artificial Intelligence (IJCAI), 2021
Leman Akoglu
OODAI4TS
219
12
0
21 May 2021
Fairness-aware Outlier Ensemble
Fairness-aware Outlier Ensemble
Haoyu Liu
Fenglong Ma
Shibo He
Jiming Chen
Jing Gao
158
4
0
17 Mar 2021
Towards Fair Deep Anomaly Detection
Towards Fair Deep Anomaly DetectionConference on Fairness, Accountability and Transparency (FAccT), 2020
Hongjing Zhang
Ian Davidson
FaML
315
42
0
29 Dec 2020
FairOD: Fairness-aware Outlier Detection
FairOD: Fairness-aware Outlier DetectionAAAI/ACM Conference on AI, Ethics, and Society (AIES), 2020
Shubhranshu Shekhar
Neil Shah
Leman Akoglu
341
39
0
05 Dec 2020
1
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