Title
ReLU integral probability metric and its applications Yuha Park Kunwoong Kim Insung Kong Yongdai Kim 48 0 0 26 Apr 2025
Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Kewen Peng Yicheng Yang Hao Zhuo 32 0 0 23 Apr 2025
General Post-Processing Framework for Fairness Adjustment of Machine Learning Models Léandre Eberhard Nirek Sharma Filipp Shelobolin Aalok Ganesh Shanbhag FaML 50 0 0 22 Apr 2025
Balancing Fairness and Performance in Healthcare AI: A Gradient Reconciliation Approach Xiaoyang Wang Christopher C. Yang 24 0 0 19 Apr 2025
Software Engineering Principles for Fairer Systems: Experiments with GroupCART Kewen Peng Hao Zhuo Yicheng Yang Tim Menzies FaML 57 0 0 17 Apr 2025
Uncovering Fairness through Data Complexity as an Early Indicator Juliett Suárez Ferreira Marija Slavkovik Jorge Casillas 26 0 0 08 Apr 2025
BIASINSPECTOR: Detecting Bias in Structured Data through LLM Agents Haoxuan Li Mingyu Derek Ma Jen-tse Huang Zhaotian Weng Wei Wang Jieyu Zhao 37 0 0 07 Apr 2025
Am I Being Treated Fairly? A Conceptual Framework for Individuals to Ascertain Fairness Juliett Suárez Ferreira Marija Slavkovik Jorge Casillas FaML 64 0 0 03 Apr 2025
Towards Responsible AI in Education: Hybrid Recommendation System for K-12 Students Case Study Nazarii Drushchak Vladyslava Tyshchenko Nataliya Polyakovska 61 0 0 27 Feb 2025
Auditing a Dutch Public Sector Risk Profiling Algorithm Using an Unsupervised Bias Detection Tool Floris Holstege Mackenzie Jorgensen Kirtan Padh Jurriaan Parie Joel Persson Krsto Prorokovic Lukas Snoek 105 0 0 03 Feb 2025
LangFair: A Python Package for Assessing Bias and Fairness in Large Language Model Use Cases Dylan Bouchard Mohit Singh Chauhan David Skarbrevik Viren Bajaj Zeya Ahmad 38 0 0 06 Jan 2025
Is It Still Fair? Investigating Gender Fairness in Cross-Corpus Speech Emotion Recognition Shreya G. Upadhyay Woan-Shiuan Chien Chi-Chun Lee 28 0 0 03 Jan 2025
The Evolution of LLM Adoption in Industry Data Curation Practices Crystal Qian Michael Xieyang Liu Emily Reif Grady Simon Nada Hussein Nathan Clement James Wexler Carrie J. Cai Michael Terry Minsuk Kahng AILaw ELM 77 4 0 20 Dec 2024
Bridging Fairness Gaps: A (Conditional) Distance Covariance Perspective in Fairness Learning Ruifan Huang Haixia Liu FedML FaML 64 0 0 01 Dec 2024
Trustworthy artificial intelligence in the energy sector: Landscape analysis and evaluation framework Sotiris Pelekis Evangelos Karakolis G. Lampropoulos S. Mouzakitis Ourania Markaki Christos Ntanos D. Askounis 67 1 0 25 Nov 2024
The Explabox: Model-Agnostic Machine Learning Transparency & Analysis Marcel Robeer Michiel Bron Elize Herrewijnen Riwish Hoeseni Floris Bex 67 0 0 22 Nov 2024
SAFES: Sequential Privacy and Fairness Enhancing Data Synthesis for Responsible AI S. Giddens F. Liu 29 0 0 14 Nov 2024
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 70 0 0 10 Nov 2024
The Disparate Benefits of Deep Ensembles Kajetan Schweighofer Adrián Arnaiz-Rodríguez Sepp Hochreiter Nuria Oliver FedML 28 1 0 17 Oct 2024
Mitigation of gender bias in automatic facial non-verbal behaviors generation Alice Delbosc M. Ochs Nicolas Sabouret Brian Ravenet Stéphane Ayache 29 0 0 09 Oct 2024
FairlyUncertain: A Comprehensive Benchmark of Uncertainty in Algorithmic Fairness Lucas Rosenblatt R. T. Witter FaML 22 0 0 02 Oct 2024
(Un)certainty of (Un)fairness: Preference-Based Selection of Certainly Fair Decision-Makers Manh Khoi Duong Stefan Conrad UD FaML 45 0 0 19 Sep 2024
Interactive Counterfactual Exploration of Algorithmic Harms in Recommender Systems Yongsu Ahn Quinn K. Wolter Jonilyn Dick Janet Dick Yu-Ru Lin HAI 37 0 0 10 Sep 2024
Evaluating Pre-Training Bias on Severe Acute Respiratory Syndrome Dataset Diego Dimer Rodrigues AI4CE 14 0 0 27 Aug 2024
Post-processing fairness with minimal changes Federico Di Gennaro Thibault Laugel Vincent Grari X. Renard Marcin Detyniecki 27 1 0 27 Aug 2024
Fooling SHAP with Output Shuffling Attacks Jun Yuan Aritra Dasgupta 23 1 0 12 Aug 2024
FairAIED: Navigating Fairness, Bias, and Ethics in Educational AI Applications Sribala Vidyadhari Chinta Zichong Wang Zhipeng Yin Nhat Hoang Matthew Gonzalez Tai Le Quy Wenbin Zhang 34 20 0 26 Jul 2024
The Atlas of AI Incidents in Mobile Computing: Visualizing the Risks and Benefits of AI Gone Mobile Edyta Bogucka Marios Constantinides Julia De Miguel Velazquez S. Šćepanović Daniele Quercia Andrés Gvirtz 34 1 0 22 Jul 2024
Practical Guide for Causal Pathways and Sub-group Disparity Analysis Farnaz Kohankhaki Shaina Raza Oluwanifemi Bamgbose D. Pandya Elham Dolatabadi CML 40 0 0 02 Jul 2024
FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models Ruinan Jin Zikang Xu Yuan Zhong Qiongsong Yao Qi Dou S. Kevin Zhou Xiaoxiao Li VLM 32 12 0 01 Jul 2024
OxonFair: A Flexible Toolkit for Algorithmic Fairness Eoin Delaney Zihao Fu Sandra Wachter Brent Mittelstadt Chris Russell FaML 59 3 0 30 Jun 2024
AI Data Readiness Inspector (AIDRIN) for Quantitative Assessment of Data Readiness for AI Kaveen Hiniduma Suren Byna J. L. Bez Ravi Madduri 43 5 0 27 Jun 2024
FairX: A comprehensive benchmarking tool for model analysis using fairness, utility, and explainability Md Fahim Sikder R. Ramachandranpillai Daniel de Leng Fredrik Heintz 41 2 0 20 Jun 2024
Fairness-Optimized Synthetic EHR Generation for Arbitrary Downstream Predictive Tasks Mirza Farhan Bin Tarek Raphael Poulain Rahmatollah Beheshti SyDa 37 0 0 04 Jun 2024
The Life Cycle of Large Language Models: A Review of Biases in Education Jinsook Lee Yann Hicke Renzhe Yu Christopher A. Brooks René F. Kizilcec AI4Ed 34 1 0 03 Jun 2024
Resource-constrained Fairness Sofie Goethals Eoin Delaney Brent Mittelstadt Christopher Russell FaML 86 1 0 03 Jun 2024
Pragmatic auditing: a pilot-driven approach for auditing Machine Learning systems Djalel Benbouzid Christiane Plociennik Laura Lucaj Mihai Maftei Iris Merget A. Burchardt Marc P. Hauer Abdeldjallil Naceri Patrick van der Smagt MLAU 33 0 0 21 May 2024
Trusting Fair Data: Leveraging Quality in Fairness-Driven Data Removal Techniques Manh Khoi Duong Stefan Conrad 30 0 0 21 May 2024
Aequitas Flow: Streamlining Fair ML Experimentation Sérgio Jesus Pedro Saleiro Ines Oliveira e Silva Beatriz M. Jorge Rita P. Ribeiro João Gama P. Bizarro Rayid Ghani 27 2 0 09 May 2024
Individual Fairness Through Reweighting and Tuning A. J. Mahamadou Lea Goetz Russ B. Altman 28 0 0 02 May 2024
How Could AI Support Design Education? A Study Across Fields Fuels Situating Analytics Ajit Jain Andruid Kerne Hannah Fowler Jinsil Seo Galen Newman Nic Lupfer Aaron Perrine 19 1 0 26 Apr 2024
Identifying Fairness Issues in Automatically Generated Testing Content Kevin Stowe Benny Longwill Alyssa Francis Tatsuya Aoyama Debanjan Ghosh Swapna Somasundaran 46 1 0 23 Apr 2024
The Fall of an Algorithm: Characterizing the Dynamics Toward Abandonment Nari Johnson Sanika Moharana Christina Harrington Nazanin Andalibi Hoda Heidari Motahhare Eslami 26 7 0 21 Apr 2024
OptiGrad: A Fair and more Efficient Price Elasticity Optimization via a Gradient Based Learning Vincent Grari Marcin Detyniecki 25 0 0 16 Apr 2024
AI Competitions and Benchmarks: Dataset Development Romain Egele Julio C. S. Jacques Junior Jan N. van Rijn Isabelle M Guyon Xavier Baró Albert Clapés Prasanna Balaprakash Sergio Escalera T. Moeslund Jun Wan 42 0 0 15 Apr 2024
Enhancing Fairness and Performance in Machine Learning Models: A Multi-Task Learning Approach with Monte-Carlo Dropout and Pareto Optimality Khadija Zanna Akane Sano FaML 41 1 0 12 Apr 2024
The Necessity of AI Audit Standards Boards David Manheim Sammy Martin Mark Bailey Mikhail Samin Ross Greutzmacher 33 7 0 11 Apr 2024
Data Readiness for AI: A 360-Degree Survey Kaveen Hiniduma Suren Byna J. L. Bez 38 6 0 08 Apr 2024
Data Bias According to Bipol: Men are Naturally Right and It is the Role of Women to Follow Their Lead Irene Pagliai G. V. Boven Tosin P. Adewumi Lama Alkhaled Namrata Gurung Isabella Sodergren Elisa Barney 39 1 0 07 Apr 2024
Procedural Fairness in Machine Learning Ziming Wang Changwu Huang Xin Yao FaML 44 0 0 02 Apr 2024