SOTAVerified

Fairness

Papers

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Showing 2126–2150 of 5676 papers

TitleStatusHype
Equity and Fairness of Bayesian Knowledge Tracing—0
BLAZE: Blazing Fast Privacy-Preserving Machine Learning—0
Equi-Tuning: Group Equivariant Fine-Tuning of Pretrained Models—0
Blaming Humans and Machines: What Shapes People's Reactions to Algorithmic Harm—0
An Examination of Fairness of AI Models for Deepfake Detection—0
Adversarial Fairness Network—0
Equitable Networked Microgrid Topology Reconfiguration for Wildfire Risk Mitigation—0
Equitable Electronic Health Record Prediction with FAME: Fairness-Aware Multimodal Embedding—0
Equitable Allocation of Healthcare Resources with Fair Cox Models—0
EquiPy: Sequential Fairness using Optimal Transport in Python—0
Black Feminist Musings on Algorithmic Oppression—0
FairCoT: Enhancing Fairness in Diffusion Models via Chain of Thought Reasoning of Multimodal Language Models—0
BiSwift: Bandwidth Orchestrator for Multi-Stream Video Analytics on Edge—0
Equal Opportunity and Affirmative Action via Counterfactual Predictions—0
BIRD: Behavior Induction via Representation-structure Distillation—0
A New Paradigm for Counterfactual Reasoning in Fairness and Recourse—0
Equalizing Recourse across Groups—0
Equalizing Gender Bias in Neural Machine Translation with Word Embeddings Techniques—0
Equalizing Financial Impact in Supervised Learning—0
Equalizing Credit Opportunity in Algorithms: Aligning Algorithmic Fairness Research with U.S. Fair Lending Regulation—0
Equalized Robustness: Towards Sustainable Fairness Under Distributional Shifts—0
Bipartite Graph Variational Auto-Encoder with Fair Latent Representation to Account for Sampling Bias in Ecological Networks—0
Biometrics: Trust, but Verify—0
A new look at fairness in stochastic multi-armed bandit problems—0
A Broader View on Bias in Automated Decision-Making: Reflecting on Epistemology and Dynamics—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