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Fairness

Papers

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Showing 4276–4300 of 5676 papers

TitleStatusHype
Fairness Through Counterfactual UtilitiesCode0
Beyond Fairness Metrics: Roadblocks and Challenges for Ethical AI in Practice—0
Knowledge-Based Stable Roommates Problem: A Real-World Application—0
Harnessing value from data science in business: ensuring explainability and fairness of solutions—0
The State of AI Ethics Report (Volume 5)—0
TDLS: A Top-Down Layer Searching Algorithm for Generating Counterfactual Visual Explanation—0
Unbiased Cascade Bandits: Mitigating Exposure Bias in Online Learning to Rank Recommendation—0
GIFAIR-FL: A Framework for Group and Individual Fairness in Federated Learning—0
Fairness Properties of Face Recognition and Obfuscation SystemsCode0
Reducing Unintended Bias of ML Models on Tabular and Textual Data—0
Under the Radar -- Auditing Fairness in ML for Humanitarian Mapping—0
Fairness in Algorithmic Profiling: A German Case Study—0
Core-Stable Committees under Restricted Domains—0
A FAIR and AI-ready Higgs boson decay dataset—0
Improving Counterfactual Generation for Fair Hate Speech Detection—0
Your fairness may vary: Pretrained language model fairness in toxic text classification—0
Knowledge-intensive Language Understanding for Explainable AI—0
Fine-Grained Fairness Analysis of Abusive Language Detection Systems with CheckListCode0
Stereotyping Norwegian Salmon: An Inventory of Pitfalls in Fairness Benchmark Datasets—0
Gender Bias in Text: Origin, Taxonomy, and Implications—0
Fair Representation Learning using Interpolation Enabled Disentanglement—0
Adaptation and Generalization for Unknown Sensitive Factors of Variations—0
New Metrics to Evaluate the Performance and Fairness of Personalized Federated Learning—0
Adversarial Stacked Auto-Encoders for Fair Representation Learning—0
Statistical Guarantees for Fairness Aware Plug-In Algorithms—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