SOTAVerified

Fairness

Papers

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Showing 601–625 of 5676 papers

TitleStatusHype
A New Paradigm for Counterfactual Reasoning in Fairness and Recourse—0
Bayesian fairness—0
A new look at fairness in stochastic multi-armed bandit problems—0
A Broader View on Bias in Automated Decision-Making: Reflecting on Epistemology and Dynamics—0
Bayesian Hierarchical Models for Counterfactual Estimation—0
Bayesian Inference for Large Scale Image Classification—0
Bayesian Nonparametric Reinforcement Learning in LTE and Wi-Fi Coexistence—0
A new framework for prognostics in decentralized industries: Enhancing fairness, security, and transparency through Blockchain and Federated Learning—0
A New Approach to Fair Distribution of Welfare—0
Advantageous and disadvantageous inequality aversion can be taught through vicarious learning of others' preferences—0
FNNC: Achieving Fairness through Neural Networks—0
A neural anisotropic view of underspecification in deep learning—0
Advancing subgroup fairness via sleeping experts—0
Fairness-aware Anomaly Detection via Fair Projection—0
An Epistemic Approach to the Formal Specification of Statistical Machine Learning—0
An Empirical Study on the Fairness of Pre-trained Word Embeddings—0
Advancing Personalized Federated Learning: Group Privacy, Fairness, and Beyond—0
An Empirical Study on the Fairness of Foundation Models for Multi-Organ Image Segmentation—0
Advancing Legal Reasoning: The Integration of AI to Navigate Complexities and Biases in Global Jurisprudence with Semi-Automated Arbitration Processes (SAAPs)—0
Achieving User-Side Fairness in Contextual Bandits—0
AI for All: Identifying AI incidents Related to Diversity and Inclusion—0
Basic principles and concept design of a real-time clinical decision support system for managing medical emergencies on missions to Mars—0
Advancing Fairness in Natural Language Processing: From Traditional Methods to Explainability—0
Explainable Prediction of Text Complexity: The Missing Preliminaries for Text Simplification—0
BARACK: Partially Supervised Group Robustness With Guarantees—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