SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 701–750 of 5676 papers

TitleStatusHype
A Moral Framework for Understanding of Fair ML through Economic Models of Equality of Opportunity—0
A debiasing technique for place-based algorithmic patrol management—0
Achieving Fairness in Determining Medicaid Eligibility through Fairgroup Construction—0
A Moral- and Event- Centric Inspection of Gender Bias in Fairy Tales at A Large Scale—0
A Mobility Equity Metric for Multi-Modal Intelligent Transportation Systems—0
Addressing the Multistakeholder Impact of Popularity Bias in Recommendation Through Calibration—0
Am I Being Treated Fairly? A Conceptual Framework for Individuals to Ascertain Fairness—0
Addressing Strategic Manipulation Disparities in Fair Classification—0
Achieving Fairness in the Stochastic Multi-armed Bandit Problem—0
Boosting Fairness and Robustness in Over-the-Air Federated Learning—0
Amazing Things Come From Having Many Good Models—0
BARACK: Partially Supervised Group Robustness With Guarantees—0
A Maximal Correlation Framework for Fair Machine Learning—0
A Maximal Correlation Approach to Imposing Fairness in Machine Learning—0
A Marketplace for Trading AI Models based on Blockchain and Incentives for IoT Data—0
Addressing Racial Bias in Facial Emotion Recognition—0
Achieving Fairness in Predictive Process Analytics via Adversarial Learning—0
Blockchain-Based Federated Learning: Incentivizing Data Sharing and Penalizing Dishonest Behavior—0
Blind Pareto Fairness and Subgroup Robustness—0
Blockchain-based Framework for Scalable and Incentivized Federated Learning—0
Causal Fairness Assessment of Treatment Allocation with Electronic Health Records—0
Achieving Fairness in Multi-Agent Markov Decision Processes Using Reinforcement Learning—0
Blaming Humans and Machines: What Shapes People's Reactions to Algorithmic Harm—0
Blockchain-based Trustworthy Federated Learning Architecture—0
Blockchain-Empowered Cyber-Secure Federated Learning for Trustworthy Edge Computing—0
Bounded Incentives in Manipulating the Probabilistic Serial Rule—0
Balancing out Bias: Achieving Fairness Through Balanced Training—0
Balancing Lexicographic Fairness and a Utilitarian Objective with Application to Kidney Exchange—0
Alpha and Prejudice: Improving α-sized Worst-case Fairness via Intrinsic Reweighting—0
Balancing Fairness and Performance in Healthcare AI: A Gradient Reconciliation Approach—0
A Low-Complexity Approach for Max-Min Fairness in Uplink Cell-Free Massive MIMO—0
Biometrics: Trust, but Verify—0
Bipartite Graph Variational Auto-Encoder with Fair Latent Representation to Account for Sampling Bias in Ecological Networks—0
Balancing Fairness and Efficiency in an Optimization Model—0
Balancing out Bias: Achieving Fairness Through Balanced Training—0
Balancing Profit and Fairness in Risk-Based Pricing Markets—0
Balancing Tails when Comparing Distributions: Comprehensive Equity Index (CEI) with Application to Bias Evaluation in Operational Face Biometrics—0
Balancing the Scales: Enhancing Fairness in Facial Expression Recognition with Latent Alignment—0
Addressing Polarization and Unfairness in Performative Prediction—0
BLAZE: Blazing Fast Privacy-Preserving Machine Learning—0
AMA-LSTM: Pioneering Robust and Fair Financial Audio Analysis for Stock Volatility Prediction—0
Bandit-based Communication-Efficient Client Selection Strategies for Federated Learning—0
Bandits in Matching Markets: Ideas and Proposals for Peer Lending—0
Bandwidth Allocation for Multiple Federated Learning Services in Wireless Edge Networks—0
Bandwidth Reservation for Time-Critical Vehicular Applications: A Multi-Operator Environment—0
Guaranteeing Accuracy and Fairness under Fluctuating User Traffic: A Bankruptcy-Inspired Re-ranking Approach—0
A Local Search Framework for Experimental Design—0
Bargaining via Weber's law—0
Base-Stations Up in the Air: Multi-UAV Trajectory Control for Min-Rate Maximization in Uplink C-RAN—0
Bicriteria Approximation Algorithms for Priority Matroid Median—0
Show:102550
← PrevPage 15 of 114Next →
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