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2012.03063
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FairOD: Fairness-aware Outlier Detection
AAAI/ACM Conference on AI, Ethics, and Society (AIES), 2020
5 December 2020
Shubhranshu Shekhar
Neil Shah
Leman Akoglu
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Papers citing
"FairOD: Fairness-aware Outlier Detection"
23 / 23 papers shown
Fairness-aware Anomaly Detection via Fair Projection
Feng Xiao
Xiaoying Tang
Jicong Fan
327
1
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16 May 2025
Monotonic anomaly detection
Oliver Urs Lenz
Matthijs van Leeuwen
215
0
0
30 Oct 2024
Fair Anomaly Detection For Imbalanced Groups
Ziwei Wu
Lecheng Zheng
Yuancheng Yu
Ruizhong Qiu
John Birge
Jingrui He
FaML
285
12
0
17 Sep 2024
Outlier Detection Bias Busted: Understanding Sources of Algorithmic Bias through Data-centric Factors
AAAI/ACM Conference on AI, Ethics, and Society (AIES), 2024
Xueying Ding
Rui Xi
Leman Akoglu
FaML
245
5
0
24 Aug 2024
Foundations for Unfairness in Anomaly Detection -- Case Studies in Facial Imaging Data
AAAI/ACM Conference on AI, Ethics, and Society (AIES), 2024
Michael J. Livanos
Ian Davidson
CVBM
157
1
0
29 Jul 2024
Enhancing Fairness in Unsupervised Graph Anomaly Detection through Disentanglement
Wenjing Chang
Kay Liu
Philip S. Yu
Jianjun Yu
543
4
0
03 Jun 2024
Towards Fair Graph Anomaly Detection: Problem, New Datasets, and Evaluation
Neng Kai Nigel Neo
Yeon-Chang Lee
Yiqiao Jin
Sang-Wook Kim
Srijan Kumar
334
4
0
25 Feb 2024
Supervised Algorithmic Fairness in Distribution Shifts: A Survey
Minglai Shao
Dong Li
Chen Zhao
Xintao Wu
Yujie Lin
Qin Tian
OOD
514
25
0
02 Feb 2024
SoK: Unintended Interactions among Machine Learning Defenses and Risks
Vasisht Duddu
S. Szyller
Nadarajah Asokan
AAML
417
6
0
07 Dec 2023
(Predictable) Performance Bias in Unsupervised Anomaly Detection
EBioMedicine (EBioMedicine), 2023
Felix Meissen
Svenja Breuer
Moritz Knolle
Alena Buyx
R. Muller
Georgios Kaissis
Benedikt Wiestler
Daniel Rückert
OOD
255
8
0
25 Sep 2023
Bias, Consistency, and Partisanship in U.S. Asylum Cases: A Machine Learning Analysis of Extraneous Factors in Immigration Court Decisions
Conference on Equity and Access in Algorithms, Mechanisms, and Optimization (EAAMO), 2022
Vyoma Raman
Catherine Vera
CJ Manna
71
4
0
25 May 2023
Achieving Counterfactual Fairness for Anomaly Detection
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2023
Xiao Han
Lu Zhang
Yongkai Wu
Shuhan Yuan
212
8
0
04 Mar 2023
Graph Learning for Anomaly Analytics: Algorithms, Applications, and Challenges
ACM Transactions on Intelligent Systems and Technology (ACM TIST), 2022
Jing Ren
Xiwei Xu
Azadeh Noori Hoshyar
Charu C. Aggarwal
207
37
0
11 Dec 2022
Red PANDA: Disambiguating Anomaly Detection by Removing Nuisance Factors
Niv Cohen
Jonathan Kahana
Yedid Hoshen
269
4
0
07 Jul 2022
ADBench: Anomaly Detection Benchmark
Neural Information Processing Systems (NeurIPS), 2022
Songqiao Han
Xiyang Hu
Hailiang Huang
Mingqi Jiang
Yue Zhao
OOD
432
416
0
19 Jun 2022
Trustworthy Anomaly Detection: A Survey
Shuhan Yuan
Xintao Wu
FaML
397
10
0
15 Feb 2022
Outlier Detection using AI: A Survey
Md. Nazmul Kabir Sikder
Feras A. Batarseh
278
34
0
01 Dec 2021
A Unified Survey on Anomaly, Novelty, Open-Set, and Out-of-Distribution Detection: Solutions and Future Challenges
Mohammadreza Salehi
Hossein Mirzaei
Dan Hendrycks
Shouqing Yang
M. Rohban
Mohammad Sabokrou
OOD
741
234
0
26 Oct 2021
Machine Learning for Fraud Detection in E-Commerce: A Research Agenda
Niek Tax
Kees Jan de Vries
Mathijs de Jong
Nikoleta Dosoula
Bram van den Akker
Jon Smith
Olivier Thuong
Lucas Bernardi
137
25
0
05 Jul 2021
Automated Self-Supervised Learning for Graphs
International Conference on Learning Representations (ICLR), 2021
Wei Jin
Xiaorui Liu
Xiangyu Zhao
Yao Ma
Neil Shah
Shucheng Zhou
SSL
448
95
0
10 Jun 2021
Deep Clustering based Fair Outlier Detection
Knowledge Discovery and Data Mining (KDD), 2021
Hanyu Song
Peizhao Li
Hongfu Liu
FaML
252
37
0
09 Jun 2021
FiSH: Fair Spatial Hotspots
Data mining and knowledge discovery (DMKD), 2021
Deepak P
Sowmya S. Sundaram
288
1
0
01 Jun 2021
Anomaly Mining -- Past, Present and Future
International Joint Conference on Artificial Intelligence (IJCAI), 2021
Leman Akoglu
OOD
AI4TS
210
12
0
21 May 2021
1
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