SOTAVerified

Fairness

Papers

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Showing 4126–4150 of 5676 papers

TitleStatusHype
FARF: A Fair and Adaptive Random Forests Classifier—0
Blockchain-based Trustworthy Federated Learning Architecture—0
Learning to Assign: Towards Fair Task Assignment in Large-Scale Ride Hailing—0
Appropriate Fairness Perceptions? On the Effectiveness of Explanations in Enabling People to Assess the Fairness of Automated Decision Systems—0
Online Fairness-Aware Learning with Imbalanced Data Streams—0
The Sharpe predictor for fairness in machine learning—0
Converging Radar and Communications in the Superposition Transmission—0
Fair Decision-Making for Food Inspections—0
Beyond Fairness Metrics: Roadblocks and Challenges for Ethical AI in Practice—0
Overview of the TREC 2020 Fair Ranking Track—0
Explaining Algorithmic Fairness Through Fairness-Aware Causal Path Decomposition—0
Fairness Through Counterfactual UtilitiesCode0
Estimation of Fair Ranking Metrics with Incomplete Judgments—0
Harnessing value from data science in business: ensuring explainability and fairness of solutions—0
Retiring Adult: New Datasets for Fair Machine LearningCode1
Knowledge-Based Stable Roommates Problem: A Real-World Application—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
ZPY: Open Source Synthetic Data for Computer VisionCode1
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
Fairness in Algorithmic Profiling: A German Case Study—0
Under the Radar -- Auditing Fairness in ML for Humanitarian Mapping—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