Deep Clustering based Fair Outlier Detection

Deep Clustering based Fair Outlier Detection

9 June 2021

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Papers citing "Deep Clustering based Fair Outlier Detection"

18 / 18 papers shown

Title
FairOD: Fairness-aware Outlier Detection Shubhranshu Shekhar Neil Shah Leman Akoglu 68 37 0 05 Dec 2020
Fairness in Machine Learning: A Survey Simon Caton C. Haas FaML 106 650 0 04 Oct 2020
COPOD: Copula-Based Outlier Detection Zheng Li Yue Zhao N. Botta C. Ionescu Xiyang Hu 87 287 0 20 Sep 2020
Deep Learning for Anomaly Detection: A Review Guansong Pang Chunhua Shen LongBing Cao Anton Van Den Hengel 198 931 0 06 Jul 2020
Fair Outlier Detection D. P. Savitha Sam Abraham FaML 105 18 0 20 May 2020
PyOD: A Python Toolbox for Scalable Outlier Detection Yue Zhao Zain Nasrullah Zheng Li 102 724 0 06 Jan 2019
The Frontiers of Fairness in Machine Learning Alexandra Chouldechova Aaron Roth FaML 202 416 0 20 Oct 2018
Anomaly Detection with Generative Adversarial Networks for Multivariate Time Series Dan Li Dacheng Chen Jonathan Goh See-kiong Ng AI4TS 69 297 0 13 Sep 2018
Path-Specific Counterfactual Fairness Silvia Chiappa Thomas P. S. Gillam CML FaML 95 341 0 22 Feb 2018
Learning Adversarially Fair and Transferable Representations David Madras Elliot Creager T. Pitassi R. Zemel FaML 384 685 0 17 Feb 2018
Efficient GAN-Based Anomaly Detection Houssam Zenati Chuan-Sheng Foo Bruno Lecouat Gaurav Manek V. Chandrasekhar 62 563 0 17 Feb 2018
Clustering with Outlier Removal Hongfu Liu Jun Yu Li Yue Wu Y. Fu 50 68 0 05 Jan 2018
Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness Michael Kearns Seth Neel Aaron Roth Zhiwei Steven Wu FaML 202 784 0 14 Nov 2017
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 284 4,680 0 17 Feb 2017
Inherent Trade-Offs in the Fair Determination of Risk Scores Jon M. Kleinberg S. Mullainathan Manish Raghavan FaML 122 1,783 0 19 Sep 2016
Unsupervised Deep Embedding for Clustering Analysis Junyuan Xie Ross B. Girshick Ali Farhadi SSL 107 2,889 0 19 Nov 2015
Certifying and removing disparate impact Michael Feldman Sorelle A. Friedler John Moeller C. Scheidegger Suresh Venkatasubramanian FaML 215 1,996 0 11 Dec 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 486 16,916 0 20 Dec 2013