SOTAVerified

Fairness

Papers

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Showing 2951–2975 of 5676 papers

TitleStatusHype
Pilot Contamination Aware Transformer for Downlink Power Control in Cell-Free Massive MIMO Networks—0
Pipeline Interventions—0
PipeSim: Trace-driven Simulation of Large-Scale AI Operations Platforms—0
PI-Whisper: Designing an Adaptive and Incremental Automatic Speech Recognition System for Edge Devices—0
Planning and Synthesis Under Assumptions—0
PLS-based approach for fair representation learning—0
Pluralistic Alignment Over Time—0
PluralLLM: Pluralistic Alignment in LLMs via Federated Learning—0
Pointwise Representational Similarity—0
Poisoning Attacks on Fair Machine Learning—0
Political-LLM: Large Language Models in Political Science—0
Political representation bias in DBpedia and Wikidata as a challenge for downstream processing—0
Distribution-Specific Auditing For Subgroup Fairness—0
Pooling of Causal Models under Counterfactual Fairness via Causal Judgement Aggregation—0
Posing Fair Generalization Tasks for Natural Language Inference—0
Position: Bayesian Statistics Facilitates Stakeholder Participation in Evaluation of Generative AI—0
Position Paper: Assessing Robustness, Privacy, and Fairness in Federated Learning Integrated with Foundation Models—0
Positive-Sum Fairness: Leveraging Demographic Attributes to Achieve Fair AI Outcomes Without Sacrificing Group Gains—0
Post-Fair Federated Learning: Achieving Group and Community Fairness in Federated Learning via Post-processing—0
Post-hoc Study of Climate Microtargeting on Social Media Ads with LLMs: Thematic Insights and Fairness Evaluation—0
Post-processing Counterexample-guided Fairness Guarantees in Neural Networks—0
Post-processing fairness with minimal changes—0
Post-processing of Differentially Private Data: A Fairness Perspective—0
Post Turing: Mapping the landscape of LLM Evaluation—0
Power Allocation for Delay Optimization in Device-to-Device Networks: A Graph Reinforcement Learning Approach—0
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All datasetsBAF – BaseBAF – Variant IBAF – Variant IIBAF – Variant IIIBAF – Variant IVBAF – Variant VDiveFaceMORPHUTKFace

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