SOTAVerified

Fairness

Papers

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Showing 2576–2600 of 5676 papers

TitleStatusHype
Fair lending needs explainable models for responsible recommendation—0
A self-contained karma economy for the dynamic allocation of common resources—0
Fair Regression under Sample Selection Bias—0
Fair regression via plug-in estimator and recalibration with statistical guarantees—0
Fair Regression with Wasserstein Barycenters—0
Fair Reinforcement Learning Algorithm for PV Active Control in LV Distribution Networks—0
Fair Representation Clustering with Several Protected Classes—0
Data Collection and Quality Challenges in Deep Learning: A Data-Centric AI Perspective—0
A large-scale operational study of fingerprint quality and demographics—0
Fair learning with Wasserstein barycenters for non-decomposable performance measures—0
Fair Representation Learning through Implicit Path Alignment—0
Fair Representation Learning using Interpolation Enabled Disentanglement—0
Fair Representations by Compression—0
Fair Resource Allocation for Demands with Sharp Lower Tail Inequalities—0
Fair Resource Allocation in Federated Learning—0
Inference-time Stochastic Ranking with Risk Control—0
Agent Incentives: A Causal Perspective—0
Fair Resource Allocation in Weakly Coupled Markov Decision Processes—0
Cohort-attention Evaluation Metric against Tied Data: Studying Performance of Classification Models in Cancer Detection—0
CONFAIR: Configurable and Interpretable Algorithmic Fairness—0
FairRoad: Achieving Fairness for Recommender Systems with Optimized Antidote Data—0
Fair Robust Active Learning by Joint Inconsistency—0
Data Generation via Latent Factor Simulation for Fairness-aware Re-ranking—0
FairSAM: Fair Classification on Corrupted Data Through Sharpness-Aware Minimization—0
Fast and Examination-agnostic Reciprocal Recommendation in Matching Markets—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