SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2551–2575 of 5676 papers

TitleStatusHype
Different Horses for Different Courses: Comparing Bias Mitigation Algorithms in ML—0
DifFaiRec: Generative Fair Recommender with Conditional Diffusion Model—0
BadFair: Backdoored Fairness Attacks with Group-conditioned Triggers—0
All of the Fairness for Edge Prediction with Optimal Transport—0
Addressing Fairness in Classification with a Model-Agnostic Multi-Objective Algorithm—0
A Bandit-Based Algorithm for Fairness-Aware Hyperparameter Optimization—0
DIF: A Framework for Benchmarking and Verifying Implicit Bias in LLMs—0
Developing a Philosophical Framework for Fair Machine Learning: Lessons From The Case of Algorithmic Collusion—0
BACSA: A Bias-Aware Client Selection Algorithm for Privacy-Preserving Federated Learning in Wireless Healthcare Networks—0
Allocating Indivisible Goods to Strategic Agents: Pure Nash Equilibria and Fairness—0
Developing and Deploying Industry Standards for Artificial Intelligence in Education (AIED): Challenges, Strategies, and Future Directions—0
Developing A Fair Individualized Polysocial Risk Score (iPsRS) for Identifying Increased Social Risk of Hospitalizations in Patients with Type 2 Diabetes (T2D)—0
Back to the Drawing Board for Fair Representation Learning—0
Detection of Groups with Biased Representation in Ranking—0
Detection and Mitigation of Bias in Ted Talk Ratings—0
Information-Geometric Barycenters for Bayesian Federated Learning—0
Alleviating the recommendation bias via rank aggregation—0
Detecting Unforeseen Data Properties with Diffusion Autoencoder Embeddings using Spine MRI data—0
Detecting Prefix Bias in LLM-based Reward Models—0
BaBE: Enhancing Fairness via Estimation of Latent Explaining Variables—0
Image Counterfactual Sensitivity Analysis for Detecting Unintended Bias—0
Detecting Shortcut Learning for Fair Medical AI using Shortcut Testing—0
AXOLOTL: Fairness through Assisted Self-Debiasing of Large Language Model Outputs—0
Detecting algorithmic bias in medical-AI models using trees—0
Design Principles of Robust Multi-Armed Bandit Framework in Video Recommendations—0
Show:102550
← PrevPage 103 of 228Next →
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