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Inherent Trade-Offs in the Fair Determination of Risk Scores
v1v2 (latest)

Inherent Trade-Offs in the Fair Determination of Risk Scores

19 September 2016
Jon M. Kleinberg
S. Mullainathan
Manish Raghavan
    FaML
ArXiv (abs)PDFHTML

Papers citing "Inherent Trade-Offs in the Fair Determination of Risk Scores"

50 / 747 papers shown
Title
Critical Appraisal of Fairness Metrics in Clinical Predictive AI
Critical Appraisal of Fairness Metrics in Clinical Predictive AI
João Matos
Ben Van Calster
Leo Anthony Celi
Paula Dhiman
J. Gichoya
R. Riley
Chris Russell
Sara Khalid
Gary S. Collins
25
0
0
20 Jun 2025
Aligning Evaluation with Clinical Priorities: Calibration, Label Shift, and Error Costs
Aligning Evaluation with Clinical Priorities: Calibration, Label Shift, and Error Costs
Gerardo Flores
Alyssa H. Smith
Julia A Fukuyama
Ashia C. Wilson
44
0
0
17 Jun 2025
Gender Fairness of Machine Learning Algorithms for Pain Detection
Gender Fairness of Machine Learning Algorithms for Pain Detection
Dylan Green
Yuting Shang
Jiaee Cheong
Yang Liu
Hatice Gunes
38
0
0
10 Jun 2025
Fairness Overfitting in Machine Learning: An Information-Theoretic Perspective
Fairness Overfitting in Machine Learning: An Information-Theoretic Perspective
Firas Laakom
Haobo Chen
Jürgen Schmidhuber
Yuheng Bu
19
0
0
09 Jun 2025
Understanding challenges to the interpretation of disaggregated evaluations of algorithmic fairness
Understanding challenges to the interpretation of disaggregated evaluations of algorithmic fairness
Stephen Pfohl
Natalie Harris
Chirag Nagpal
David Madras
Vishwali Mhasawade
...
Nnamdi Ezeanochie
Heather Cole-Lewis
Katherine Heller
Sanmi Koyejo
Alexander D’Amour
130
0
0
04 Jun 2025
Selecting for Less Discriminatory Algorithms: A Relational Search Framework for Navigating Fairness-Accuracy Trade-offs in Practice
Selecting for Less Discriminatory Algorithms: A Relational Search Framework for Navigating Fairness-Accuracy Trade-offs in Practice
Hana Samad
Michael Akinwumi
Jameel Khan
Christoph Mügge-Durum
Emmanuel O. Ogundimu
53
0
0
02 Jun 2025
Fairness Practices in Industry: A Case Study in Machine Learning Teams Building Recommender Systems
Fairness Practices in Industry: A Case Study in Machine Learning Teams Building Recommender Systems
Jing Nathan Yan
Junxiong Wang
Jeffrey M. Rzeszotarski
Allison Koenecke
FaML
84
0
0
26 May 2025
Marginal Fairness: Fair Decision-Making under Risk Measures
Marginal Fairness: Fair Decision-Making under Risk Measures
Fei Huang
Silvana M. Pesenti
18
0
0
24 May 2025
Fair Supervised Learning Through Constraints on Smooth Nonconvex Unfairness-Measure Surrogates
Fair Supervised Learning Through Constraints on Smooth Nonconvex Unfairness-Measure Surrogates
Zahra Khatti
Daniel P. Robinson
Frank E. Curtis
22
0
0
21 May 2025
Algorithmic Hiring and Diversity: Reducing Human-Algorithm Similarity for Better Outcomes
Algorithmic Hiring and Diversity: Reducing Human-Algorithm Similarity for Better Outcomes
Prasanna Parasurama
Panos Ipeirotis
FaML
103
0
0
20 May 2025
Laypeople's Attitudes Towards Fair, Affirmative, and Discriminatory Decision-Making Algorithms
Laypeople's Attitudes Towards Fair, Affirmative, and Discriminatory Decision-Making Algorithms
Gabriel Lima
Nina Grgic-Hlaca
Markus Langer
Yixin Zou
FaML
89
0
0
12 May 2025
Fairness Perceptions in Regression-based Predictive Models
Fairness Perceptions in Regression-based Predictive Models
Mukund Telukunta
Venkata Sriram Siddhardh Nadendla
Morgan Stuart
Casey Canfield
106
0
0
08 May 2025
Algorithmic Tradeoffs in Fair Lending: Profitability, Compliance, and Long-Term Impact
Algorithmic Tradeoffs in Fair Lending: Profitability, Compliance, and Long-Term Impact
Aayam Bansal
FaML
39
0
0
08 May 2025
Quantitative Auditing of AI Fairness with Differentially Private Synthetic Data
Quantitative Auditing of AI Fairness with Differentially Private Synthetic Data
Chih-Cheng Rex Yuan
Bow-Yaw Wang
154
0
0
30 Apr 2025
Testing Individual Fairness in Graph Neural Networks
Testing Individual Fairness in Graph Neural Networks
Roya Nasiri
79
0
0
25 Apr 2025
FairPlay: A Collaborative Approach to Mitigate Bias in Datasets for Improved AI Fairness
FairPlay: A Collaborative Approach to Mitigate Bias in Datasets for Improved AI Fairness
Tina Behzad
Mithilesh Singh
Anthony J. Ripa
Klaus Mueller
98
0
0
22 Apr 2025
Biased by Design: Leveraging Inherent AI Biases to Enhance Critical Thinking of News Readers
Biased by Design: Leveraging Inherent AI Biases to Enhance Critical Thinking of News Readers
L. Zavolokina
Kilian Sprenkamp
Zoya Katashinskaya
Daniel Gordon Jones
86
0
0
20 Apr 2025
Fairness in Machine Learning-based Hand Load Estimation: A Case Study on Load Carriage Tasks
Fairness in Machine Learning-based Hand Load Estimation: A Case Study on Load Carriage Tasks
Arafat Rahman
Sol Lim
Seokhyun Chung
FaML
113
0
0
08 Apr 2025
Measuring the right thing: justifying metrics in AI impact assessments
Measuring the right thing: justifying metrics in AI impact assessments
Stefan Buijsman
Herman Veluwenkamp
62
0
0
07 Apr 2025
Semiparametric Counterfactual Regression
Semiparametric Counterfactual Regression
Kwangho Kim
OffRL
97
0
0
03 Apr 2025
Role and Use of Race in AI/ML Models Related to Health
Role and Use of Race in AI/ML Models Related to Health
Martin C. Were
Ang Li
Bradley Malin
Zhijun Yin
Joseph R. Coco
...
Laurie L. Novak
Rachele Hendricks-Sturrup
Abiodun Oluyomi
Shilo Anders
Chao Yan
80
0
0
01 Apr 2025
A Causal Framework to Measure and Mitigate Non-binary Treatment Discrimination
A Causal Framework to Measure and Mitigate Non-binary Treatment Discrimination
A. Majumdar
Deborah D. Kanubala
Kavya Gupta
Isabel Valera
FaML
86
0
0
28 Mar 2025
AI Biases as Asymmetries: A Review to Guide Practice
Gabriella Waters
Phillip Honenberger
49
1
0
10 Mar 2025
Decoding the Black Box: Integrating Moral Imagination with Technical AI Governance
Krti Tallam
76
1
0
09 Mar 2025
Fairness-aware organ exchange and kidney paired donation
Mingrui Zhang
Xiaowu Dai
Lexin Li
64
0
0
09 Mar 2025
What do Large Language Models Say About Animals? Investigating Risks of Animal Harm in Generated Text
What do Large Language Models Say About Animals? Investigating Risks of Animal Harm in Generated Text
Arturs Kanepajs
Aditi Basu
Sankalpa Ghose
Constance Li
Akshat Mehta
Ronak Mehta
Samuel David Tucker-Davis
Eric Zhou
Bob Fischer
Jacy Reese Anthis
ELMALM
149
1
0
03 Mar 2025
Controlled Model Debiasing through Minimal and Interpretable Updates
Controlled Model Debiasing through Minimal and Interpretable Updates
Federico Di Gennaro
Thibault Laugel
Vincent Grari
Marcin Detyniecki
FaML
139
0
0
28 Feb 2025
AI Mismatches: Identifying Potential Algorithmic Harms Before AI Development
AI Mismatches: Identifying Potential Algorithmic Harms Before AI Development
Devansh Saxena
Ji-Youn Jung
Jodi Forlizzi
Kenneth Holstein
John Zimmerman
138
3
0
25 Feb 2025
Revisiting the Berkeley Admissions data: Statistical Tests for Causal Hypotheses
Revisiting the Berkeley Admissions data: Statistical Tests for Causal Hypotheses
Sourbh Bhadane
Joris Mooij
Philip A. Boeken
O. Zoeter
157
0
0
17 Feb 2025
The Cake that is Intelligence and Who Gets to Bake it: An AI Analogy and its Implications for Participation
The Cake that is Intelligence and Who Gets to Bake it: An AI Analogy and its Implications for Participation
Martin Mundt
Anaelia Ovalle
Felix Friedrich
A Pranav
Subarnaduti Paul
Manuel Brack
Kristian Kersting
William Agnew
733
0
0
05 Feb 2025
Privilege Scores
Privilege Scores
Ludwig Bothmann
Philip A. Boustani
Jose M. Alvarez
Giuseppe Casalicchio
Bernd Bischl
Susanne Dandl
74
0
0
03 Feb 2025
The Cost of Balanced Training-Data Production in an Online Data Market
The Cost of Balanced Training-Data Production in an Online Data Market
Augustin Chaintreau
Roland Maio
Juba Ziani
91
0
0
31 Jan 2025
It's complicated. The relationship of algorithmic fairness and non-discrimination regulations for high-risk systems in the EU AI Act
It's complicated. The relationship of algorithmic fairness and non-discrimination regulations for high-risk systems in the EU AI Act
Kristof Meding
FaML
149
2
0
22 Jan 2025
Two Types of AI Existential Risk: Decisive and Accumulative
Two Types of AI Existential Risk: Decisive and Accumulative
Atoosa Kasirzadeh
150
18
0
20 Jan 2025
Does calibration mean what they say it means; or, the reference class problem rises again
Does calibration mean what they say it means; or, the reference class problem rises again
Lily Hu
FaML
130
0
0
21 Dec 2024
A Review of Fairness and A Practical Guide to Selecting Context-Appropriate Fairness Metrics in Machine Learning
A Review of Fairness and A Practical Guide to Selecting Context-Appropriate Fairness Metrics in Machine Learning
Caleb J. S. Barr
Olivia Erdelyi
Paul D. Docherty
Randolph C. Grace
FaML
204
0
0
10 Nov 2024
Alpha and Prejudice: Improving $α$-sized Worst-case Fairness via
  Intrinsic Reweighting
Alpha and Prejudice: Improving ααα-sized Worst-case Fairness via Intrinsic Reweighting
Jing Li
Yinghua Yao
Yuangang Pan
Xuanqian Wang
Ivor Tsang
Xiuju Fu
FaML
82
0
0
05 Nov 2024
Engineering Trustworthy AI: A Developer Guide for Empirical Risk
  Minimization
Engineering Trustworthy AI: A Developer Guide for Empirical Risk Minimization
Diana Pfau
Alexander Jung
75
1
0
25 Oct 2024
Revisiting Technical Bias Mitigation Strategies
Revisiting Technical Bias Mitigation Strategies
Abdoul Jalil Djiberou Mahamadou
Artem A. Trotsyuk
116
1
0
22 Oct 2024
Text-to-Image Representativity Fairness Evaluation Framework
Text-to-Image Representativity Fairness Evaluation Framework
Asma Z. Yamani
Malak Baslyman
57
0
0
18 Oct 2024
DPFedBank: Crafting a Privacy-Preserving Federated Learning Framework
  for Financial Institutions with Policy Pillars
DPFedBank: Crafting a Privacy-Preserving Federated Learning Framework for Financial Institutions with Policy Pillars
Peilin He
Chenkai Lin
Isabella Montoya
49
0
0
17 Oct 2024
A Human-in-the-Loop Fairness-Aware Model Selection Framework for Complex
  Fairness Objective Landscapes
A Human-in-the-Loop Fairness-Aware Model Selection Framework for Complex Fairness Objective Landscapes
Jake Robertson
Thorsten Schmidt
Frank Hutter
Noor H. Awad
54
2
0
17 Oct 2024
The Disparate Benefits of Deep Ensembles
The Disparate Benefits of Deep Ensembles
Kajetan Schweighofer
Adrián Arnaiz-Rodríguez
Sepp Hochreiter
Nuria Oliver
FedML
86
1
0
17 Oct 2024
The Fragility of Fairness: Causal Sensitivity Analysis for Fair Machine
  Learning
The Fragility of Fairness: Causal Sensitivity Analysis for Fair Machine Learning
Jake Fawkes
Nic Fishman
Mel Andrews
Zachary C. Lipton
109
1
0
12 Oct 2024
PFAttack: Stealthy Attack Bypassing Group Fairness in Federated Learning
PFAttack: Stealthy Attack Bypassing Group Fairness in Federated Learning
Jiashi Gao
Ziwei Wang
Xiangyu Zhao
Xin Yao
Xuetao Wei
102
0
0
09 Oct 2024
Uncertainty-Aware Fairness-Adaptive Classification Trees
Uncertainty-Aware Fairness-Adaptive Classification Trees
Anna Gottard
Vanessa Verrina
Sabrina Giordano
35
0
0
08 Oct 2024
Intuitions of Compromise: Utilitarianism vs. Contractualism
Intuitions of Compromise: Utilitarianism vs. Contractualism
Jared Moore
Yejin Choi
Sydney Levine
60
0
0
07 Oct 2024
From Transparency to Accountability and Back: A Discussion of Access and
  Evidence in AI Auditing
From Transparency to Accountability and Back: A Discussion of Access and Evidence in AI Auditing
Sarah H. Cen
Rohan Alur
113
5
0
07 Oct 2024
Overcoming Representation Bias in Fairness-Aware data Repair using
  Optimal Transport
Overcoming Representation Bias in Fairness-Aware data Repair using Optimal Transport
Abigail Langbridge
Anthony Quinn
Robert Shorten
61
1
0
03 Oct 2024
Positive-Sum Fairness: Leveraging Demographic Attributes to Achieve Fair
  AI Outcomes Without Sacrificing Group Gains
Positive-Sum Fairness: Leveraging Demographic Attributes to Achieve Fair AI Outcomes Without Sacrificing Group Gains
Samia Belhadj
Sanguk Park
Ambika Seth
Hesham Dar
Thijs Kooi
64
1
0
30 Sep 2024
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