SOTAVerified

Fairness

Papers

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Showing 2251–2275 of 5676 papers

TitleStatusHype
DiffusionWorldViewer: Exposing and Broadening the Worldview Reflected by Generative Text-to-Image ModelsCode0
Fairness for All: Investigating Harms to Within-Group Individuals in Producer Fairness Re-ranking Optimization -- A Reproducibility Study—0
Do Large GPT Models Discover Moral Dimensions in Language Representations? A Topological Study Of Sentence Embeddings—0
Bias and Fairness in Chatbots: An Overview—0
Indian-BhED: A Dataset for Measuring India-Centric Biases in Large Language ModelsCode0
Deep Reinforcement Learning for Efficient and Fair Allocation of Health Care Resources—0
Boosting Fair Classifier Generalization through Adaptive Priority ReweighingCode0
Grid-Aware On-Route Fast-Charging Infrastructure Planning for Battery Electric Bus with Equity Considerations: A Case Study in South King CountyCode0
Mitigating Group Bias in Federated Learning for Heterogeneous Devices—0
Data Augmentation via Subgroup Mixup for Improving Fairness—0
Optimal and Fair Encouragement Policy Evaluation and Learning—0
Verifiable Fairness: Privacy-preserving Computation of Fairness for Machine Learning Systems—0
Not obviously manipulable allotment rules—0
A Sequentially Fair Mechanism for Multiple Sensitive AttributesCode0
Re-formalization of Individual Fairness—0
Exploring Social Choice Mechanisms for Recommendation Fairness in SCRUFCode0
Beyond Skin Tone: A Multidimensional Measure of Apparent Skin ColorCode1
Flexible and Robust Counterfactual Explanations with Minimal Satisfiable PerturbationsCode0
When to Learn What: Model-Adaptive Data Augmentation CurriculumCode1
Provider Fairness and Beyond-Accuracy Trade-offs in Recommender SystemsCode0
Routing in Mixed Transportation Systems for Mobility Equity—0
TIDE: Textual Identity Detection for Evaluating and Augmenting Classification and Language Models—0
Adapting Static Fairness to Sequential Decision-Making: Bias Mitigation Strategies towards Equal Long-term Benefit RateCode0
VideolandGPT: A User Study on a Conversational Recommender System—0
Beyond XAI:Obstacles Towards Responsible AI—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