SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 4851–4900 of 5676 papers

TitleStatusHype
Null-sampling for Interpretable and Fair RepresentationsCode0
Joint Bandwidth Allocation and Path Selection in WANs with Path Cardinality Constraints—0
Risk-Sensitive Markov Decision Processes with Combined Metrics of Mean and Variance—0
Deep F-measure Maximization for End-to-End Speech Understanding—0
More Than Privacy: Applying Differential Privacy in Key Areas of Artificial Intelligence—0
Machine Learning Fairness in Justice Systems: Base Rates, False Positives, and False Negatives—0
Online Task Scheduling for Fog Computing with Multi-Resource Fairness—0
Using LDA and LSTM Models to Study Public Opinions and Critical Groups Towards Congestion Pricing in New York City through 2007 to 2019—0
Optimizing Long-term Social Welfare in Recommender Systems: A Constrained Matching Approach—0
Predictability and Fairness in Social Sensing—0
Explainable Prediction of Text Complexity: The Missing Preliminaries for Text Simplification—0
Denoising individual bias for a fairer binary submatrix detectionCode0
Visual Analysis of Discrimination in Machine Learning—0
Fairness-Aware Online PersonalizationCode0
Algorithmic Stability in Fair Allocation of Indivisible Goods Among Two Agents—0
Ethics of Artificial Intelligence in Surgery—0
Defining and Evaluating Fair Natural Language Generation—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
Learning Centric Power Allocation for Edge Intelligence—0
Dominant Resource Fairness with Meta-Types—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
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
Facets of Fairness in Search and Recommendation—0
Verification of ML Systems via Reparameterization—0
A Pairwise Fair and Community-preserving Approach to k-Center Clustering—0
Fair Algorithms for Multi-Agent Multi-Armed Bandits—0
Towards causal benchmarking of bias in face analysis algorithmsCode0
The Impossibility Theorem of Machine Fairness -- A Causal Perspective—0
Ensuring Fairness Beyond the Training DataCode0
Explaining the data or explaining a model? Shapley values that uncover non-linear dependencies—0
Algorithmic Fairness in Education—0
Transparency Tools for Fairness in AI (Luskin)—0
Whither Fair Clustering?—0
README: REpresentation learning by fairness-Aware Disentangling MEthod—0
STBC-Aided Cooperative NOMA with Timing Offsets, Imperfect Successive Interference Cancellation, and Imperfect Channel State Information—0
Fairness in machine learning: against false positive rate equality as a measure of fairness—0
Model Distillation for Revenue Optimization: Interpretable Personalized Pricing—0
Grading video interviews with fairness considerations—0
Fairness constraints can help exact inference in structured prediction—0
Masking Actor Information Leads to Fairer Political Claims Detection—0
Regularized Online Allocation Problems: Fairness and Beyond—0
Show:102550
← PrevPage 98 of 114Next →
All datasetsBAF – BaseBAF – Variant IBAF – Variant IIBAF – Variant IIIBAF – Variant IVBAF – Variant VDiveFaceMORPHUTKFace

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