SOTAVerified

Fairness

Papers

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Showing 576–600 of 5676 papers

TitleStatusHype
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