SOTAVerified

Fairness

Papers

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Showing 551–600 of 5676 papers

TitleStatusHype
Understanding and Mitigating the Bias Inheritance in LLM-based Data Augmentation on Downstream Tasks—0
Fairness Aware Reinforcement Learning via Proximal Policy Optimization—0
Towards Fair and Robust Face Parsing for Generative AI: A Multi-Objective Approach—0
DECAF: Learning to be Fair in Multi-agent Resource Allocation—0
No Location Left Behind: Measuring and Improving the Fairness of Implicit Representations for Earth Data—0
On Fairness of Unified Multimodal Large Language Model for Image Generation—0
Towards Fair Medical AI: Adversarial Debiasing of 3D CT Foundation EmbeddingsCode0
Multi-objective methods in Federated Learning: A survey and taxonomy—0
FACTER: Fairness-Aware Conformal Thresholding and Prompt Engineering for Enabling Fair LLM-Based Recommender Systems—0
Ethical Considerations for the Military Use of Artificial Intelligence in Visual Reconnaissance—0
Fairness in Survival Analysis: A Novel Conditional Mutual Information Augmentation Approach—0
Fairness through Difference Awareness: Measuring Desired Group Discrimination in LLMsCode1
CH-MARL: Constrained Hierarchical Multiagent Reinforcement Learning for Sustainable Maritime Logistics—0
Review of Demographic Fairness in Face Recognition—0
Counterfactual Situation Testing: From Single to Multidimensional DiscriminationCode0
MJ-VIDEO: Fine-Grained Benchmarking and Rewarding Video Preferences in Video Generation—0
Explainability-Driven Quality Assessment for Rule-Based Systems—0
Dissecting Submission Limit in Desk-Rejections: A Mathematical Analysis of Fairness in AI Conference Policies—0
Distribution-aware Fairness Learning in Medical Image Segmentation From A Control-Theoretic PerspectiveCode0
The Impact of Persona-based Political Perspectives on Hateful Content Detection—0
Distributive Fairness in Large Language Models: Evaluating Alignment with Human Values—0
Superhuman Game AI Disclosure: Expertise and Context Moderate Effects on Trust and Fairness—0
RIS Meets O-RAN: A Practical Demonstration of Multi-user RIS Optimization through RIC—0
Fairness Analysis of CLIP-Based Foundation Models for X-Ray Image Classification—0
A single-loop SPIDER-type stochastic subgradient method for expectation-constrained nonconvex nonsmooth optimization—0
From Data to Action: Charting A Data-Driven Path to Combat Antimicrobial Resistance—0
Improving Minimax Group Fairness in Sequential RecommendationCode0
Machine Learning Fairness for Depression Detection using EEG Data—0
Stream-Based Monitoring of Algorithmic Fairness—0
Actions Speak Louder than Words: Agent Decisions Reveal Implicit Biases in Language Models—0
Induced Modularity and Community Detection for Functionally Interpretable Reinforcement Learning—0
AI-assisted German Employment Contract Review: A Benchmark Dataset—0
Reconciling Predictive Multiplicity in PracticeCode0
Value-oriented forecast reconciliation for renewables in electricity markets—0
Be Intentional About Fairness!: Fairness, Size, and Multiplicity in the Rashomon Set—0
Optimal Transport on Categorical Data for Counterfactuals using Compositional Data and Dirichlet TransportCode0
Fairness in LLM-Generated Surveys—0
A Post-Processing-Based Fair Federated Learning Framework—0
Fairness-aware Contextual Dynamic Pricing with Strategic Buyers—0
Unlocking the Black Box: Analysing the EU Artificial Intelligence Act's Framework for Explainability in AI—0
Automatic Link Selection in Multi-Channel Multiple Access with Link Failures—0
SoK: What Makes Private Learning Unfair?—0
Fairness of Deep Ensembles: On the interplay between per-group task difficulty and under-representation—0
Overcoming Fairness Trade-offs via Pre-processing: A Causal Perspective—0
Locality-aware Fair Scheduling in LLM Serving—0
Algorithmic Inheritance: Surname Bias in AI Decisions Reinforces Intergenerational InequalityCode0
AdEval: Alignment-based Dynamic Evaluation to Mitigate Data Contamination in Large Language Models—0
Watching the AI Watchdogs: A Fairness and Robustness Analysis of AI Safety Moderation ClassifiersCode0
Perceived Fairness of the Machine Learning Development Process: Concept Scale Development—0
Addressing Bias in Generative AI: Challenges and Research Opportunities in Information Management—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86—Unverified
21D-CSNNPredictive Equality (age)97.8—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96—Unverified