Fair prediction with disparate impact: A study of bias in recidivism prediction instruments

24 October 2016

Papers citing "Fair prediction with disparate impact: A study of bias in recidivism prediction instruments"

50 / 866 papers shown

Title
Sequential Cohort Selection Hortence Phalonne Nana Christos Dimitrakakis 16 0 0 22 Aug 2025
Applications and Challenges of Fairness APIs in Machine Learning Software Ajoy Das Gias Uddin Shaiful Chowdhury Mostafijur Rahman Akhond Hadi Hemmati FaML 32 0 0 22 Aug 2025
Kernel-based Equalized Odds: A Quantification of Accuracy-Fairness Trade-off in Fair Representation Learning Yijin Ni Xiaoming Huo 16 0 0 20 Aug 2025
Addressing Bias in VLMs for Glaucoma Detection Without Protected Attribute Supervision Ahsan Habib Akash Greg Murray Annahita Amireskandari Joel Palko Carol Laxson Binod Bhattarai P. Gyawali VLM 24 0 0 12 Aug 2025
Algorithmic Fairness amid Social Determinants: Reflection, Characterization, and Approach Zeyu Tang Alex John London Atoosa Kasirzadeh Sanmi Koyejo Peter Spirtes Kun Zhang FaML 48 0 0 10 Aug 2025
I Think, Therefore I Am Under-Qualified? A Benchmark for Evaluating Linguistic Shibboleth Detection in LLM Hiring Evaluations Julia Kharchenko Tanya Roosta Aman Chadha Chirag Shah 28 0 0 06 Aug 2025
Co-Producing AI: Toward an Augmented, Participatory Lifecycle Rashid Mushkani Hugo Berard Toumadher Ammar Cassandre Chatonnier Shin Koseki 36 1 0 31 Jul 2025
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 65 0 0 20 Jun 2025
Path-specific effects for pulse-oximetry guided decisions in critical care Kevin Zhang Yonghan Jung Divyat Mahajan Karthikeyan Shanmugam Shalmali Joshi CML 61 0 0 14 Jun 2025
Bias Amplification in RAG: Poisoning Knowledge Retrieval to Steer LLMs Linlin Wang Tianqing Zhu Laiqiao Qin Longxiang Gao Wanlei Zhou 78 0 0 13 Jun 2025
Fairness Overfitting in Machine Learning: An Information-Theoretic Perspective Firas Laakom Haobo Chen Jürgen Schmidhuber Yuheng Bu 48 0 0 09 Jun 2025
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 174 0 0 04 Jun 2025
AI Data Development: A Scorecard for the System Card Framework Tadesse K. Bahiru Haileleol Tibebu Ioannis A. Kakadiaris 65 0 0 02 Jun 2025
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 96 1 0 02 Jun 2025
Differential Privacy for Deep Learning in Medicine Marziyeh Mohammadi Mohsen Vejdanihemmat Mahshad Lotfinia M. Rusu Daniel Truhn Andreas K. Maier Soroosh Tayebi Arasteh 95 1 0 31 May 2025
Bridging Distribution Shift and AI Safety: Conceptual and Methodological Synergies Chenruo Liu Kenan Tang Yao Qin Qi Lei 102 0 0 28 May 2025
Reconsidering Fairness Through Unawareness From the Perspective of Model Multiplicity Benedikt Höltgen Nuria Oliver FaML 117 1 0 22 May 2025
Fair Supervised Learning Through Constraints on Smooth Nonconvex Unfairness-Measure Surrogates Zahra Khatti Daniel P. Robinson Frank E. Curtis 49 0 0 21 May 2025
Algorithmic Hiring and Diversity: Reducing Human-Algorithm Similarity for Better Outcomes Prasanna Parasurama Panos Ipeirotis FaML 139 1 0 20 May 2025
When majority rules, minority loses: bias amplification of gradient descent François Bachoc Jérôme Bolte Ryan Boustany Jean-Michel Loubes FaML 147 0 0 19 May 2025
Unveil Sources of Uncertainty: Feature Contribution to Conformal Prediction Intervals Marouane Il Idrissi Agathe Fernandes Machado Ewen Gallic Arthur Charpentier 300 0 0 19 May 2025
Enforcing Fairness Where It Matters: An Approach Based on Difference-of-Convex Constraints Yutian He Yankun Huang Yao Yao Qihang Lin FaML 75 0 0 18 May 2025
Fairness-aware Anomaly Detection via Fair Projection Feng Xiao Xiaoying Tang Jicong Fan 156 0 0 16 May 2025
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Tianyu Zhang Shen Dong O. Deniz Kose Yanning Shen Yanzhe Zhang FaML 131 0 0 12 May 2025
Fairness Perceptions in Regression-based Predictive Models Mukund Telukunta Venkata Sriram Siddhardh Nadendla Morgan Stuart Casey Canfield 145 0 0 08 May 2025
FairPO: Robust Preference Optimization for Fair Multi-Label Learning Soumen Kumar Mondal Akshit Varmora Prateek Chanda Ganesh Ramakrishnan 135 0 0 05 May 2025
Quantitative Auditing of AI Fairness with Differentially Private Synthetic Data Chih-Cheng Rex Yuan Bow-Yaw Wang 198 0 0 30 Apr 2025
Three Types of Calibration with Properties and their Semantic and Formal Relationships Rabanus Derr Jessie Finocchiaro Robert C. Williamson 201 0 0 25 Apr 2025
FairPlay: A Collaborative Approach to Mitigate Bias in Datasets for Improved AI Fairness Tina Behzad Mithilesh Singh Anthony J. Ripa Klaus Mueller 119 2 0 22 Apr 2025
Data Requirement Goal Modeling for Machine Learning Systems Asma Z. Yamani Nadeen AlAmoudi Salma Albilali Malak Baslyman Jameleddine Hassine AI4TS 105 0 0 10 Apr 2025
Uncovering Fairness through Data Complexity as an Early Indicator Juliett Suárez Ferreira Marija Slavkovik Jorge Casillas 90 0 0 08 Apr 2025
Am I Being Treated Fairly? A Conceptual Framework for Individuals to Ascertain Fairness Juliett Suárez Ferreira Marija Slavkovik Jorge Casillas FaML 164 0 0 03 Apr 2025
LLM Social Simulations Are a Promising Research Method Jacy Reese Anthis Ryan Liu Sean M. Richardson Austin C. Kozlowski Bernard Koch James A. Evans Erik Brynjolfsson Michael S. Bernstein ALM 195 33 0 03 Apr 2025
Taxonomizing Representational Harms using Speech Act Theory Emily Corvi Hannah Washington Stefanie Reed Chad Atalla Alexandra Chouldechova ... Nicholas Pangakis Emily Sheng Dan Vann Matthew Vogel Hanna M. Wallach 107 1 0 01 Apr 2025
Attention IoU: Examining Biases in CelebA using Attention Maps Aaron Serianni Tyler Zhu Olga Russakovsky V. V. Ramaswamy 148 0 0 25 Mar 2025
Simulation-Driven Balancing of Competitive Game Levels with Reinforcement Learning Florian Rupp Manuel Eberhardinger Kai Eckert 121 3 0 24 Mar 2025
LoGoFair: Post-Processing for Local and Global Fairness in Federated Learning Lulu Zhang Chaochao Chen Zhongxuan Han Qiyong Zhong Xiaolin Zheng FedML 141 1 0 21 Mar 2025
Fairness-aware organ exchange and kidney paired donation Mingrui Zhang Xiaowu Dai Lexin Li 78 0 0 09 Mar 2025
Fairness-Aware Low-Rank Adaptation Under Demographic Privacy Constraints Parameswaran Kamalaruban Mark Anderson Stuart Burrell Maeve Madigan Piotr Skalski David Sutton 117 0 0 07 Mar 2025
Privacy-Preserving Fair Synthetic Tabular Data Fatima Jahan Sarmin Atiquer R. Rahman Christopher J. Henry Noman Mohammed 133 0 0 04 Mar 2025
Towards Multi-Stakeholder Evaluation of ML Models: A Crowdsourcing Study on Metric Preferences in Job-matching System Takuya Yokota Yuri Nakao 71 0 0 03 Mar 2025
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 ELM ALM 229 5 0 03 Mar 2025
Towards Responsible AI in Education: Hybrid Recommendation System for K-12 Students Case Study Nazarii Drushchak Vladyslava Tyshchenko Nataliya Polyakovska 127 0 0 27 Feb 2025
AI Mismatches: Identifying Potential Algorithmic Harms Before AI Development Devansh Saxena Ji-Youn Jung Jodi Forlizzi Kenneth Holstein John Zimmerman 194 4 0 25 Feb 2025
Unmasking Gender Bias in Recommendation Systems and Enhancing Category-Aware Fairness Tahsin Alamgir Kheya Mohamed Reda Bouadjenek Sunil Aryal 91 3 0 25 Feb 2025
Testing for Causal Fairness Jiarun Fu LiZhong Ding Pengqi Li Qiuning Wei Yurong Cheng Xu Chen 115 0 0 18 Feb 2025
Revisiting the Berkeley Admissions data: Statistical Tests for Causal Hypotheses Sourbh Bhadane Joris Mooij Philip A. Boeken O. Zoeter 213 0 0 14 Feb 2025
Differential Adjusted Parity for Learning Fair Representations Bucher Sahyouni Matthew Vowels Liqun Chen Simon Hadfield FaML 230 0 0 13 Feb 2025
Fairness Aware Reinforcement Learning via Proximal Policy Optimization Gabriele La Malfa Jie M. Zhang Michael Luck Elizabeth Black 190 1 0 06 Feb 2025
Privilege Scores Ludwig Bothmann Philip A. Boustani Jose M. Alvarez Giuseppe Casalicchio Bernd Bischl Susanne Dandl 95 0 0 03 Feb 2025