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Fairness

Papers

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Showing 3051–3075 of 5676 papers

TitleStatusHype
Prompt-Based Bias Calibration for Better Zero/Few-Shot Learning of Language Models—0
Proof-of-Data: A Consensus Protocol for Collaborative Intelligence—0
Properties of Group Fairness Metrics for Rankings—0
PROPm Allocations of Indivisible Goods to Multiple Agents—0
Proportional Allocation: Simple, Distributed, and Diverse Matching with High Entropy—0
Proportional Fairness in Clustering: A Social Choice Perspective—0
Proportional Fairness in Non-Centroid Clustering—0
Proportional Fairness in Obnoxious Facility Location—0
Proportionally Representative Clustering—0
Proportional Representation in Metric Spaces and Low-Distortion Committee Selection—0
ProportionNet: Balancing Fairness and Revenue for Auction Design with Deep Learning—0
Proposing an Interactive Audit Pipeline for Visual Privacy Research—0
Prosocial Norm Emergence in Multiagent Systems—0
Protected group bias and stereotypes in Large Language Models—0
Consistency of Constrained Spectral Clustering under Graph Induced Fair Planted Partitions—0
Protecting the Protected Group: Circumventing Harmful Fairness—0
Provable Detection of Propagating Sampling Bias in Prediction Models—0
Provable Fairness for Neural Network Models using Formal Verification—0
Provable Multi-Party Reinforcement Learning with Diverse Human Feedback—0
Provable Optimization for Adversarial Fair Self-supervised Contrastive Learning—0
Trade-offs between membership privacy & adversarially robust learning—0
Fair Federated Learning via Bounded Group Loss—0
Provably Training Overparameterized Neural Network Classifiers with Non-convex Constraints—0
ProxiMix: Enhancing Fairness with Proximity Samples in Subgroups—0
Proxy Fairness—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