SOTAVerified

Fairness

Papers

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Showing 4801–4850 of 5676 papers

TitleStatusHype
Deep F-measure Maximization for End-to-End Speech Understanding—0
Machine Learning Fairness in Justice Systems: Base Rates, False Positives, and False Negatives—0
More Than Privacy: Applying Differential Privacy in Key Areas of Artificial Intelligence—0
Accuracy and Fairness Trade-offs in Machine Learning: A Stochastic Multi-Objective ApproachCode1
Using LDA and LSTM Models to Study Public Opinions and Critical Groups Towards Congestion Pricing in New York City through 2007 to 2019—0
Online Task Scheduling for Fog Computing with Multi-Resource Fairness—0
Optimizing Long-term Social Welfare in Recommender Systems: A Constrained Matching Approach—0
Explainable Prediction of Text Complexity: The Missing Preliminaries for Text Simplification—0
Denoising individual bias for a fairer binary submatrix detectionCode0
Predictability and Fairness in Social Sensing—0
Visual Analysis of Discrimination in Machine Learning—0
Fairness-Aware Online PersonalizationCode0
Algorithmic Stability in Fair Allocation of Indivisible Goods Among Two Agents—0
Defining and Evaluating Fair Natural Language Generation—0
Ethics of Artificial Intelligence in Surgery—0
Towards Accuracy-Fairness Paradox: Adversarial Example-based Data Augmentation for Visual Debiasing—0
A Canonical Architecture For Predictive Analytics on Longitudinal Patient Records—0
MurTree: Optimal Classification Trees via Dynamic Programming and SearchCode0
Addressing the Multistakeholder Impact of Popularity Bias in Recommendation Through Calibration—0
Cell-Free Satellite-UAV Networks for 6G Wide-Area Internet of Things—0
SOCRATES: Towards a Unified Platform for Neural Network AnalysisCode1
Dominant Resource Fairness with Meta-Types—0
Learning Centric Power Allocation for Edge Intelligence—0
Learning Structured Latent Factors from Dependent Data:A Generative Model Framework from Information-Theoretic Perspective—0
Crowd, Lending, Machine, and Bias—0
Investigating Bias and Fairness in Facial Expression Recognition—0
An Empirical Characterization of Fair Machine Learning For Clinical Risk PredictionCode1
Same-Day Delivery with Fairness—0
A Distributionally Robust Approach to Fair Classification—0
How to Democratise and Protect AI: Fair and Differentially Private Decentralised Deep Learning—0
Technologies for Trustworthy Machine Learning: A Survey in a Socio-Technical Context—0
Joint Trajectory and Passive Beamforming Design for Intelligent Reflecting Surface-Aided UAV Communications: A Deep Reinforcement Learning ApproachCode1
Facets of Fairness in Search and Recommendation—0
A Pairwise Fair and Community-preserving Approach to k-Center Clustering—0
Verification of ML Systems via Reparameterization—0
Towards causal benchmarking of bias in face analysis algorithmsCode0
Fair Algorithms for Multi-Agent Multi-Armed Bandits—0
Ensuring Fairness Beyond the Training DataCode0
Explaining the data or explaining a model? Shapley values that uncover non-linear dependencies—0
The Impossibility Theorem of Machine Fairness -- A Causal Perspective—0
Algorithmic Fairness in Education—0
Attack of the Tails: Yes, You Really Can Backdoor Federated LearningCode1
Transparency Tools for Fairness in AI (Luskin)—0
Whither Fair Clustering?—0
STBC-Aided Cooperative NOMA with Timing Offsets, Imperfect Successive Interference Cancellation, and Imperfect Channel State Information—0
README: REpresentation learning by fairness-Aware Disentangling MEthod—0
Fairness in machine learning: against false positive rate equality as a measure of fairness—0
LFQ: Online Learning of Per-flow Queuing Policies using Deep Reinforcement LearningCode1
Model Distillation for Revenue Optimization: Interpretable Personalized Pricing—0
Grading video interviews with fairness considerations—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