SOTAVerified

Fairness

Papers

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Showing 5001–5050 of 5676 papers

TitleStatusHype
Unfair Exposure of Artists in Music Recommendation—0
Overview of the TREC 2019 Fair Ranking Track—0
Absolute Shapley Value—0
Optimization of Rate Fairness in Multi-Pair Wireless-Powered Relaying Systems—0
Gender Representation in Open Source Speech Resources—0
Fair inference on error-prone outcomes—0
Finding Fair and Efficient Allocations When Valuations Don't Add Up—0
Balancing Competing Objectives with Noisy Data: Score-Based Classifiers for Welfare-Aware Machine LearningCode0
Getting Fairness Right: Towards a Toolbox for Practitioners—0
Stability Analysis of Simple and Online User Association Policies for Millimeter Wave Networks—0
Exploring User Opinions of Fairness in Recommender Systems—0
Learning Unbiased Representations via Mutual Information BackpropagationCode1
Learning and Fairness in Energy Harvesting: A Maximin Multi-Armed Bandits Approach—0
Fairness by Learning Orthogonal Disentangled Representations—0
Hurtful Words: Quantifying Biases in Clinical Contextual Word EmbeddingsCode1
Fairness by Explicability and Adversarial SHAP Learning—0
Slice Tuner: A Selective Data Acquisition Framework for Accurate and Fair Machine Learning ModelsCode0
Addressing multiple metrics of group fairness in data-driven decision makingCode0
Experimental Studies in General Game Playing: An Experience Report—0
Evidence-based explanation to promote fairness in AI systems—0
Exactly Computing the Local Lipschitz Constant of ReLU NetworksCode1
Detection and Mitigation of Bias in Ted Talk Ratings—0
Max-Min Fairness in IRS-Aided Multi-Cell MISO Systems with Joint Transmit and Reflective Beamforming—0
Demonstrating Rosa: the fairness solution for any Data Analytic pipeline—0
Fairness-Aware Hybrid Precoding for mmWave NOMA Unicast/Multicast Transmissions in Industrial IoT—0
Multi-tier Automated Planning for Adaptive Behavior (Extended Version)—0
Fairness-Aware Learning with Prejudice Free Representations—0
DeBayes: a Bayesian Method for Debiasing Network EmbeddingsCode0
Counterfactual fairness: removing direct effects through regularization—0
Teaching the Old Dog New Tricks: Supervised Learning with Constraints—0
FairRec: Two-Sided Fairness for Personalized Recommendations in Two-Sided PlatformsCode1
Bandit Learning with Delayed Impact of Actions—0
Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech RecognitionCode1
Learning Certified Individually Fair RepresentationsCode1
FR-Train: A Mutual Information-Based Approach to Fair and Robust TrainingCode1
Fair Adversarial Networks—0
Data Augmentation for Personal Knowledge Base Population—0
Robust Optimization for Fairness with Noisy Protected GroupsCode0
Learning Fairness-aware Relational Structures—0
Designing Fair AI for Managing Employees in Organizations: A Review, Critique, and Design Agenda—0
Learning Fair Scoring Functions: Bipartite Ranking under ROC-based Fairness Constraints—0
How to Solve Fair k-Center in Massive Data Models—0
Individual Fairness Revisited: Transferring Techniques from Adversarial Robustness—0
Investigating Potential Factors Associated with Gender Discrimination in Collaborative Recommender Systems—0
Fair Prediction with Endogenous Behavior—0
A Possibility in Algorithmic Fairness: Can Calibration and Equal Error Rates Be Reconciled?—0
Individual Fairness for k-ClusteringCode0
Data and Model Dependencies of Membership Inference AttackCode0
Learning Individually Fair Classifier with Path-Specific Causal-Effect Constraint—0
Fair Principal Component Analysis and Filter Design—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