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Fairness

Papers

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Showing 801–850 of 5676 papers

TitleStatusHype
Beyond human subjectivity and error: a novel AI grading system—0
Beyond Impossibility: Balancing Sufficiency, Separation and Accuracy—0
Beyond Individual and Group Fairness—0
An Analysis of the Effects of Decoding Algorithms on Fairness in Open-Ended Language Generation—0
Causal Fair Metric: Bridging Causality, Individual Fairness, and Adversarial Robustness—0
Beyond opening up the black box: Investigating the role of algorithmic systems in Wikipedian organizational culture—0
Beyond Personalization: Research Directions in Multistakeholder Recommendation—0
Causal Fairness-Guided Dataset Reweighting using Neural Networks—0
(Almost) Envy-Free, Proportional and Efficient Allocations of an Indivisible Mixed Manna—0
Balancing Accuracy and Fairness for Interactive Recommendation with Reinforcement Learning—0
Beyond Submodularity: A Unified Framework of Randomized Set Selection with Group Fairness Constraints—0
Beyond the Black Box: Interpretability of LLMs in Finance—0
An Algorithmic Framework for Bias Bounties—0
Beyond traditional assumptions in fair machine learning—0
Causal Dependence Plots—0
Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey—0
Bias A-head? Analyzing Bias in Transformer-Based Language Model Attention Heads—0
Bias Amplification in RAG: Poisoning Knowledge Retrieval to Steer LLMs—0
Bias Analysis of AI Models for Undergraduate Student Admissions—0
Bias and Fairness in Chatbots: An Overview—0
Bias and Fairness in Computer Vision Applications of the Criminal Justice System—0
Balanced Ranking with Diversity Constraints—0
Bias and Fairness on Multimodal Emotion Detection Algorithms—0
Bias and unfairness in machine learning models: a systematic literature review—0
Bias Testing and Mitigation in LLM-based Code Generation—0
An Empirical Analysis of Fairness Notions under Differential Privacy—0
Addressing Fairness in Classification with a Model-Agnostic Multi-Objective Algorithm—0
Bias Beyond English: Evaluating Social Bias and Debiasing Methods in a Low-Resource Setting—0
Causal Discovery for Fairness—0
A Brief Guide to Designing and Evaluating Human-Centered Interactive Machine Learning—0
A Bandit-Based Algorithm for Fairness-Aware Hyperparameter Optimization—0
Balanced House Allocation—0
An Empirical Study of Accuracy, Fairness, Explainability, Distributional Robustness, and Adversarial Robustness—0
Biased Models Have Biased Explanations—0
Biases in Edge Language Models: Detection, Analysis, and Mitigation—0
Biases in Expected Goals Models Confound Finishing Ability—0
Bias, Fairness, and Accountability with AI and ML Algorithms—0
BiasFilter: An Inference-Time Debiasing Framework for Large Language Models—0
Load Balancing in Federated Learning—0
An Empirical Study of Modular Bias Mitigators and Ensembles—0
Bias in AI-systems: A multi-step approach—0
Biasing & Debiasing based Approach Towards Fair Knowledge Transfer for Equitable Skin Analysis—0
Bias in Language Models: Beyond Trick Tests and Toward RUTEd Evaluation—0
Balanced Filtering via Disclosure-Controlled Proxies—0
Bias in Motion: Theoretical Insights into the Dynamics of Bias in SGD Training—0
Bias in Unsupervised Anomaly Detection in Brain MRI—0
Bias Mitigation Framework for Intersectional Subgroups in Neural Networks—0
Bias Mitigation in Fine-tuning Pre-trained Models for Enhanced Fairness and Efficiency—0
FairCal: Fairness Calibration for Face Verification—0
BadFair: Backdoored Fairness Attacks with Group-conditioned Triggers—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