SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2251–2300 of 5676 papers

TitleStatusHype
DiffusionWorldViewer: Exposing and Broadening the Worldview Reflected by Generative Text-to-Image ModelsCode0
Fairness for All: Investigating Harms to Within-Group Individuals in Producer Fairness Re-ranking Optimization -- A Reproducibility Study—0
Do Large GPT Models Discover Moral Dimensions in Language Representations? A Topological Study Of Sentence Embeddings—0
Bias and Fairness in Chatbots: An Overview—0
Indian-BhED: A Dataset for Measuring India-Centric Biases in Large Language ModelsCode0
Deep Reinforcement Learning for Efficient and Fair Allocation of Health Care Resources—0
Boosting Fair Classifier Generalization through Adaptive Priority ReweighingCode0
Grid-Aware On-Route Fast-Charging Infrastructure Planning for Battery Electric Bus with Equity Considerations: A Case Study in South King CountyCode0
Data Augmentation via Subgroup Mixup for Improving Fairness—0
Mitigating Group Bias in Federated Learning for Heterogeneous Devices—0
Optimal and Fair Encouragement Policy Evaluation and Learning—0
Verifiable Fairness: Privacy-preserving Computation of Fairness for Machine Learning Systems—0
Not obviously manipulable allotment rules—0
A Sequentially Fair Mechanism for Multiple Sensitive AttributesCode0
Re-formalization of Individual Fairness—0
Exploring Social Choice Mechanisms for Recommendation Fairness in SCRUFCode0
Beyond Skin Tone: A Multidimensional Measure of Apparent Skin ColorCode1
When to Learn What: Model-Adaptive Data Augmentation CurriculumCode1
Flexible and Robust Counterfactual Explanations with Minimal Satisfiable PerturbationsCode0
Provider Fairness and Beyond-Accuracy Trade-offs in Recommender SystemsCode0
Routing in Mixed Transportation Systems for Mobility Equity—0
TIDE: Textual Identity Detection for Evaluating and Augmenting Classification and Language Models—0
Adapting Static Fairness to Sequential Decision-Making: Bias Mitigation Strategies towards Equal Long-term Benefit RateCode0
Beyond XAI:Obstacles Towards Responsible AI—0
VideolandGPT: A User Study on a Conversational Recommender System—0
Promoting Fairness in GNNs: A Characterization of Stability—0
Fairness Vs. Personalization: Towards Equity in Epistemic Utility—0
Developing A Fair Individualized Polysocial Risk Score (iPsRS) for Identifying Increased Social Risk of Hospitalizations in Patients with Type 2 Diabetes (T2D)—0
Bias Propagation in Federated LearningCode1
Towards Individual and Multistakeholder Fairness in Tourism Recommender Systems—0
Fairness of Exposure in Dynamic Recommendation—0
Robust Recommender System: A Survey and Future DirectionsCode0
NICE: CVPR 2023 Challenge on Zero-shot Image Captioning—0
Measuring, Interpreting, and Improving Fairness of Algorithms using Causal Inference and Randomized Experiments—0
In-processing User Constrained Dominant Sets for User-Oriented Fairness in Recommender Systems—0
Fairness in Ranking under Disparate UncertaintyCode0
Interdisciplinary Fairness in Imbalanced Research Proposal Topic Inference: A Hierarchical Transformer-based Method with Selective Interpolation—0
CONFIDERAI: a novel CONFormal Interpretable-by-Design score function for Explainable and Reliable Artificial Intelligence—0
Bias Testing and Mitigation in LLM-based Code Generation—0
Approximating Fair k-Min-Sum-Radii in Euclidean Space—0
Fairness Implications of Heterogeneous Treatment Effect Estimation with Machine Learning Methods in Policy-making—0
Bias and Fairness in Large Language Models: A SurveyCode1
An explainable three dimension framework to uncover learning patterns: A unified look in variable sulci recognitionCode0
Unsupervised bias discovery in medical image segmentationCode0
Advancing Personalized Federated Learning: Group Privacy, Fairness, and Beyond—0
FACET: Fairness in Computer Vision Evaluation Benchmark—0
One Model Many Scores: Using Multiverse Analysis to Prevent Fairness Hacking and Evaluate the Influence of Model Design DecisionsCode0
Thesis Distillation: Investigating The Impact of Bias in NLP Models on Hate Speech Detection—0
The AI Revolution: Opportunities and Challenges for the Finance Sector—0
Adaptation Speed Analysis for Fairness-aware Causal Models—0
Show:102550
← PrevPage 46 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