SOTAVerified

Fairness

Papers

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Showing 2551–2600 of 5676 papers

TitleStatusHype
Agents on the Bench: Large Language Model Based Multi Agent Framework for Trustworthy Digital Justice—0
FairPrep: Promoting Data to a First-Class Citizen in Studies on Fairness-Enhancing Interventions—0
How GPT-3 responds to different publics on climate change and Black Lives Matter: A critical appraisal of equity in conversational AI—0
Fair Principal Component Analysis and Filter Design—0
Collaborative Honeypot Defense in UAV Networks: A Learning-Based Game Approach—0
FairLex: A Multilingual Benchmark for Evaluating Fairness in Legal Text Processing—0
DADI: Dynamic Discovery of Fair Information with Adversarial Reinforcement Learning—0
FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis—0
FairLens: Auditing Black-box Clinical Decision Support Systems—0
A Self-Supervised Learning Pipeline for Demographically Fair Facial Attribute Classification—0
FairQuant: Certifying and Quantifying Fairness of Deep Neural Networks—0
Fair quantile regression—0
Fast MNAS: Uncertainty-aware Neural Architecture Search with Lifelong Learning—0
FairRAG: Fair Human Generation via Fair Retrieval Augmentation—0
Fair Railway Network Design—0
FairRank: Fairness-aware Single-tower Ranking Framework for News Recommendation—0
Fair ranking: a critical review, challenges, and future directions—0
Data Acquisition for Improving Model Fairness using Reinforcement Learning—0
Data-Algorithm-Architecture Co-Optimization for Fair Neural Networks on Skin Lesion Dataset—0
Generative Adversarial Models for Learning Private and Fair Representations—0
FairREAD: Re-fusing Demographic Attributes after Disentanglement for Fair Medical Image Classification—0
FAT Forensics: A Python Toolbox for Implementing and Deploying Fairness, Accountability and Transparency Algorithms in Predictive Systems—0
Data Augmentation for Personal Knowledge Base Population—0
Lagrangian Duality for Constrained Deep Learning—0
FairLENS: Assessing Fairness in Law Enforcement Speech Recognition—0
Fair lending needs explainable models for responsible recommendation—0
A self-contained karma economy for the dynamic allocation of common resources—0
Fair Regression under Sample Selection Bias—0
Fair regression via plug-in estimator and recalibration with statistical guarantees—0
Fair Regression with Wasserstein Barycenters—0
Fair Reinforcement Learning Algorithm for PV Active Control in LV Distribution Networks—0
Fair Representation Clustering with Several Protected Classes—0
Data Collection and Quality Challenges in Deep Learning: A Data-Centric AI Perspective—0
A large-scale operational study of fingerprint quality and demographics—0
Fair learning with Wasserstein barycenters for non-decomposable performance measures—0
Fair Representation Learning through Implicit Path Alignment—0
Fair Representation Learning using Interpolation Enabled Disentanglement—0
Fair Representations by Compression—0
Fair Resource Allocation for Demands with Sharp Lower Tail Inequalities—0
Fair Resource Allocation in Federated Learning—0
Inference-time Stochastic Ranking with Risk Control—0
Agent Incentives: A Causal Perspective—0
Fair Resource Allocation in Weakly Coupled Markov Decision Processes—0
Cohort-attention Evaluation Metric against Tied Data: Studying Performance of Classification Models in Cancer Detection—0
CONFAIR: Configurable and Interpretable Algorithmic Fairness—0
FairRoad: Achieving Fairness for Recommender Systems with Optimized Antidote Data—0
Fair Robust Active Learning by Joint Inconsistency—0
Data Generation via Latent Factor Simulation for Fairness-aware Re-ranking—0
FairSAM: Fair Classification on Corrupted Data Through Sharpness-Aware Minimization—0
Fast and Examination-agnostic Reciprocal Recommendation in Matching Markets—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