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Fairness

Papers

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Showing 3051–3100 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
Prune Responsibly—0
Towards Counterfactual Fairness-aware Domain Generalization in Changing Environments—0
Pushing the Accuracy-Group Robustness Frontier with Introspective Self-play—0
Pushing the limits of fairness impossibility: Who's the fairest of them all?—0
Putting Fairness Principles into Practice: Challenges, Metrics, and Improvements—0
QA2Explanation: Generating and Evaluating Explanations for Question Answering Systems over Knowledge Graph—0
Q-Learning Based Aerial Base Station Placement for Fairness Enhancement in Mobile Networks—0
Quality Management of Machine Learning Systems—0
Quantifying fair income distribution in Thailand—0
Quantifying fairness and discrimination in predictive models—0
Quantifying Fairness in LLMs Beyond Tokens: A Semantic and Statistical Perspective—0
Quantifying Infra-Marginality and Its Trade-off with Group Fairness—0
Quantifying Program Bias—0
Quantifying Social Biases Using Templates is Unreliable—0
Quantifying the Cross-sectoral Intersecting Discrepancies within Multiple Groups Using Latent Class Analysis Towards Fairness—0
Quantifying the Impact of Population Shift Across Age and Sex for Abdominal Organ Segmentation—0
Quantitative Auditing of AI Fairness with Differentially Private Synthetic Data—0
Quantitative Fairness -- A Framework For The Design Of Equitable Cybernetic Societies—0
Quantitative Verification of Neural Networks And its Security Applications—0
Quantum Doeblin Coefficients: Interpretations and Applications—0
Quantum Fair Machine Learning—0
Quantum Pufferfish Privacy: A Flexible Privacy Framework for Quantum Systems—0
Questioning Biases in Case Judgment Summaries: Legal Datasets or Large Language Models?—0
Questioning causality on sex, gender and COVID-19, and identifying bias in large-scale data-driven analyses: the Bias Priority Recommendations and Bias Catalog for Pandemics—0
Questioning the assumptions behind fairness solutions—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