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Fairness

Papers

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Showing 3151–3200 of 5676 papers

TitleStatusHype
Sampling in Constrained Domains with Orthogonal-Space Variational Gradient DescentCode0
Data-Driven Combined Central and Distributed Volt/Var Control in Active Distribution Networks—0
Are Pretrained Multilingual Models Equally Fair Across Languages?Code0
Navigating Ensemble Configurations for Algorithmic Fairness—0
Montague semantics and modifier consistency measurement in neural language modelsCode0
The Minimum Wage as an Anchor: Effects on Determinations of Fairness by Humans and AI—0
fAux: Testing Individual Fairness via Gradient Alignment—0
FEAMOE: Fair, Explainable and Adaptive Mixture of Experts—0
DeepMed: Semiparametric Causal Mediation Analysis with Debiased Deep LearningCode0
A survey of Identification and mitigation of Machine Learning algorithmic biases in Image Analysis—0
Quantifying Social Biases Using Templates is Unreliable—0
A Differentiable Distance Approximation for Fairer Image ClassificationCode0
Cognitive Models as Simulators: The Case of Moral Decision-Making—0
A Keyword Based Approach to Understanding the Overpenalization of Marginalized Groups by English Marginal Abuse Models on Twitter—0
Augmentations in Hypergraph Contrastive Learning: Fabricated and GenerativeCode1
TCNL: Transparent and Controllable Network Learning Via Embedding Human-Guided ConceptsCode0
An Analysis of the Effects of Decoding Algorithms on Fairness in Open-Ended Language Generation—0
Weak Proxies are Sufficient and Preferable for Fairness with Missing Sensitive AttributesCode0
Fairness in generative modeling—0
Considerations for Task Allocation in Human-Robot Teams—0
A Human Rights-Based Approach to Responsible AI—0
Uncovering the Structural Fairness in Graph Contrastive LearningCode1
Exploring Effectiveness of Explanations for Appropriate Trust: Lessons from Cognitive Psychology—0
Conformalized Fairness via Quantile RegressionCode0
Equalizing Credit Opportunity in Algorithms: Aligning Algorithmic Fairness Research with U.S. Fair Lending Regulation—0
Robust Fair Clustering: A Novel Fairness Attack and Defense FrameworkCode0
Bicriteria Approximation Algorithms for Priority Matroid Median—0
Evaluating Disentanglement in Generative Models Without Knowledge of Latent Factors—0
MEDFAIR: Benchmarking Fairness for Medical ImagingCode0
Machine Learning-Powered Course Allocation—0
GANTouch: An Attack-Resilient Framework for Touch-based Continuous Authentication SystemCode0
Analytic Automated Essay Scoring Based on Deep Neural Networks Integrating Multidimensional Item Response Theory—0
Bigger Data or Fairer Data? Augmenting BERT via Active Sampling for Educational Text ClassificationCode0
Ten Years after ImageNet: A 360° Perspective on AI—0
Neural Causal Models for Counterfactual Identification and Estimation—0
The More Secure, The Less Equally Usable: Gender and Ethnicity (Un)fairness of Deep Face Recognition along Security Thresholds—0
Variable-Based Calibration for Machine Learning ClassifiersCode0
Statistical Inference for Fisher Market Equilibrium—0
Fair admission risk prediction with proportional multicalibrationCode0
Towards Equalised Odds as Fairness Metric in Academic Performance Prediction—0
Discussion about Attacks and Defenses for Fair and Robust Recommendation System Design—0
Joint Optimization of Resource Allocation and Trajectory Control for Mobile Group Users in Fixed-Wing UAV-Enabled Wireless Network—0
How GPT-3 responds to different publics on climate change and Black Lives Matter: A critical appraisal of equity in conversational AI—0
FAIR-FATE: Fair Federated Learning with MomentumCode0
Explainable Global Fairness Verification of Tree-Based ClassifiersCode0
Addressing Fairness Issues in Deep Learning-Based Medical Image Analysis: A Systematic Review—0
Deep Fair Clustering via Maximizing and Minimizing Mutual Information: Theory, Algorithm and MetricCode0
Re-contextualizing Fairness in NLP: The Case of IndiaCode1
Controllable Text Generation for Open-Domain Creativity and Fairness—0
Doubly Fair Dynamic Pricing—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