From Efficiency to Equity: Measuring Fairness in Preference Learning
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Gowaikar, Shreeyash, Berard, Hugo, Mushkani, Rashid, Koseki, Shin |
|---|---|
| Format: | Preprint |
| Publié: |
2024
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
AI-EDI-SPACE: A Co-designed Dataset for Evaluating the Quality of Public Spaces
par: Gowaikar, Shreeyash, et autres
Publié: (2024)
par: Gowaikar, Shreeyash, et autres
Publié: (2024)
Negotiative Alignment: Embracing Disagreement to Achieve Fairer Outcomes -- Insights from Urban Studies
par: Mushkani, Rashid, et autres
Publié: (2025)
par: Mushkani, Rashid, et autres
Publié: (2025)
Co-Producing AI: Toward an Augmented, Participatory Lifecycle
par: Mushkani, Rashid, et autres
Publié: (2025)
par: Mushkani, Rashid, et autres
Publié: (2025)
Street Review: A Participatory AI-Based Framework for Assessing Streetscape Inclusivity
par: Mushkani, Rashid, et autres
Publié: (2025)
par: Mushkani, Rashid, et autres
Publié: (2025)
WeDesign: Generative AI-Facilitated Community Consultations for Urban Public Space Design
par: Mushkani, Rashid, et autres
Publié: (2025)
par: Mushkani, Rashid, et autres
Publié: (2025)
LIVS: A Pluralistic Alignment Dataset for Inclusive Public Spaces
par: Mushkani, Rashid, et autres
Publié: (2025)
par: Mushkani, Rashid, et autres
Publié: (2025)
The Right to AI
par: Mushkani, Rashid, et autres
Publié: (2025)
par: Mushkani, Rashid, et autres
Publié: (2025)
Measuring What Matters: The AI Pluralism Index
par: Mushkani, Rashid
Publié: (2025)
par: Mushkani, Rashid
Publié: (2025)
COSMIR: Chain Orchestrated Structured Memory for Iterative Reasoning over Long Context
par: Gupta, Naman, et autres
Publié: (2025)
par: Gupta, Naman, et autres
Publié: (2025)
Voices in the Loop: Mapping Participatory AI
par: Mushkani, Rashid
Publié: (2026)
par: Mushkani, Rashid
Publié: (2026)
FairPO: Robust Preference Optimization for Fair Multi-Label Learning
par: Mondal, Soumen Kumar, et autres
Publié: (2025)
par: Mondal, Soumen Kumar, et autres
Publié: (2025)
Intersectoral Knowledge in AI and Urban Studies: A Framework for Transdisciplinary Research
par: Mushkani, Rashid
Publié: (2025)
par: Mushkani, Rashid
Publié: (2025)
Traceable, Enforceable, and Compensable Participation: A Participation Ledger for People-Centered AI Governance
par: Mushkani, Rashid
Publié: (2026)
par: Mushkani, Rashid
Publié: (2026)
An Agentic Approach to Automatic Creation of P&ID Diagrams from Natural Language Descriptions
par: Gowaikar, Shreeyash, et autres
Publié: (2024)
par: Gowaikar, Shreeyash, et autres
Publié: (2024)
Do Vision-Language Models See Urban Scenes as People Do? An Urban Perception Benchmark
par: Mushkani, Rashid
Publié: (2025)
par: Mushkani, Rashid
Publié: (2025)
Debiasing Online Preference Learning via Preference Feature Preservation
par: Kim, Dongyoung, et autres
Publié: (2025)
par: Kim, Dongyoung, et autres
Publié: (2025)
Reward Learning From Preference With Ties
par: Liu, Jinsong, et autres
Publié: (2024)
par: Liu, Jinsong, et autres
Publié: (2024)
LEASE: Offline Preference-based Reinforcement Learning with High Sample Efficiency
par: Liu, Xiao-Yin, et autres
Publié: (2024)
par: Liu, Xiao-Yin, et autres
Publié: (2024)
Fairness Begins with State: Purifying Latent Preferences for Hierarchical Reinforcement Learning in Interactive Recommendation
par: Lu, Yun, et autres
Publié: (2026)
par: Lu, Yun, et autres
Publié: (2026)
APPA: Adaptive Preference Pluralistic Alignment for Fair Federated RLHF of LLMs
par: Srewa, Mahmoud, et autres
Publié: (2026)
par: Srewa, Mahmoud, et autres
Publié: (2026)
FairMed-XGB: A Bayesian-Optimised Multi-Metric Framework with Explainability for Demographic Equity in Critical Healthcare Data
par: Goswami, Mitul, et autres
Publié: (2026)
par: Goswami, Mitul, et autres
Publié: (2026)
(Un)certainty of (Un)fairness: Preference-Based Selection of Certainly Fair Decision-Makers
par: Duong, Manh Khoi, et autres
Publié: (2024)
par: Duong, Manh Khoi, et autres
Publié: (2024)
Whose Preferences? Differences in Fairness Preferences and Their Impact on the Fairness of AI Utilizing Human Feedback
par: Lerner, Emilia Agis, et autres
Publié: (2024)
par: Lerner, Emilia Agis, et autres
Publié: (2024)
Standardized Interpretable Fairness Measures for Continuous Risk Scores
par: Becker, Ann-Kristin, et autres
Publié: (2023)
par: Becker, Ann-Kristin, et autres
Publié: (2023)
Hindsight Preference Learning for Offline Preference-based Reinforcement Learning
par: Gao, Chen-Xiao, et autres
Publié: (2024)
par: Gao, Chen-Xiao, et autres
Publié: (2024)
On the Fairness of Privacy Protection: Measuring and Mitigating the Disparity of Group Privacy Risks for Differentially Private Machine Learning
par: Yang, Zhi, et autres
Publié: (2025)
par: Yang, Zhi, et autres
Publié: (2025)
Policy-labeled Preference Learning: Is Preference Enough for RLHF?
par: Cho, Taehyun, et autres
Publié: (2025)
par: Cho, Taehyun, et autres
Publié: (2025)
The Informational Cost of Agency: A Bounded Measure of Interaction Efficiency for Deployed Reinforcement Learning
par: Hafez, Wael, et autres
Publié: (2026)
par: Hafez, Wael, et autres
Publié: (2026)
Developing Fairness-Aware Task Decomposition to Improve Equity in Post-Spinal Fusion Complication Prediction
par: Yuan, Yining, et autres
Publié: (2025)
par: Yuan, Yining, et autres
Publié: (2025)
Contextual Preference Collaborative Measure Framework Based on Belief System
par: Yu, Hang, et autres
Publié: (2025)
par: Yu, Hang, et autres
Publié: (2025)
Spread Preference Annotation: Direct Preference Judgment for Efficient LLM Alignment
par: Kim, Dongyoung, et autres
Publié: (2024)
par: Kim, Dongyoung, et autres
Publié: (2024)
FairDICE: Fairness-Driven Offline Multi-Objective Reinforcement Learning
par: Kim, Woosung, et autres
Publié: (2025)
par: Kim, Woosung, et autres
Publié: (2025)
Efficiency vs. Alignment: Investigating Safety and Fairness Risks in Parameter-Efficient Fine-Tuning of LLMs
par: Taraghi, Mina, et autres
Publié: (2025)
par: Taraghi, Mina, et autres
Publié: (2025)
Generating Synthetic Fair Syntax-agnostic Data by Learning and Distilling Fair Representation
par: Sikder, Md Fahim, et autres
Publié: (2024)
par: Sikder, Md Fahim, et autres
Publié: (2024)
Risk-aware Direct Preference Optimization under Nested Risk Measure
par: Zhang, Lijun, et autres
Publié: (2025)
par: Zhang, Lijun, et autres
Publié: (2025)
FairAgent: Democratizing Fairness-Aware Machine Learning with LLM-Powered Agents
par: Dai, Yucong, et autres
Publié: (2025)
par: Dai, Yucong, et autres
Publié: (2025)
Continuous Fair SMOTE -- Fairness-Aware Stream Learning from Imbalanced Data
par: Lammers, Kathrin, et autres
Publié: (2025)
par: Lammers, Kathrin, et autres
Publié: (2025)
No Location Left Behind: Measuring and Improving the Fairness of Implicit Representations for Earth Data
par: Cai, Daniel, et autres
Publié: (2025)
par: Cai, Daniel, et autres
Publié: (2025)
Fairness-aware Multiobjective Evolutionary Learning
par: Zhang, Qingquan, et autres
Publié: (2024)
par: Zhang, Qingquan, et autres
Publié: (2024)
AFed: Algorithmic Fair Federated Learning
par: Chen, Huiqiang, et autres
Publié: (2025)
par: Chen, Huiqiang, et autres
Publié: (2025)
Documents similaires
-
AI-EDI-SPACE: A Co-designed Dataset for Evaluating the Quality of Public Spaces
par: Gowaikar, Shreeyash, et autres
Publié: (2024) -
Negotiative Alignment: Embracing Disagreement to Achieve Fairer Outcomes -- Insights from Urban Studies
par: Mushkani, Rashid, et autres
Publié: (2025) -
Co-Producing AI: Toward an Augmented, Participatory Lifecycle
par: Mushkani, Rashid, et autres
Publié: (2025) -
Street Review: A Participatory AI-Based Framework for Assessing Streetscape Inclusivity
par: Mushkani, Rashid, et autres
Publié: (2025) -
WeDesign: Generative AI-Facilitated Community Consultations for Urban Public Space Design
par: Mushkani, Rashid, et autres
Publié: (2025)