SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 5101–5150 of 5676 papers

TitleStatusHype
Leveraging Semi-Supervised Learning for Fairness using Neural Networks—0
Individual specialization in multi-task environments with multiagent reinforcement learners—0
Arachne: Search Based Repair of Deep Neural NetworksCode0
Achieving Arbitrary Throughput-Fairness Trade-offs in the Inter Cell Interference Coordination with Fixed Transmit Power Problem—0
Non-Cooperative Game Theory Based Rate Adaptation for Dynamic Video Streaming over HTTP—0
Geometry-Aware Generation of Adversarial Point CloudsCode0
Stochastic Fairness and Language-Theoretic Fairness in Planning on Nondeterministic Domains—0
Where Are We? Using Scopus to Map the Literature at the Intersection Between Artificial Intelligence and Research on Crime—0
Lessons from Archives: Strategies for Collecting Sociocultural Data in Machine Learning—0
Balancing the Tradeoff between Profit and Fairness in Rideshare Platforms During High-Demand HoursCode0
Measuring Non-Expert Comprehension of Machine Learning Fairness MetricsCode0
AI and Holistic Review: Informing Human Reading in College Admissions—0
How Personal is Machine Learning Personalization?—0
LTLf Synthesis with Fairness and Stability Assumptions—0
Fairness Assessment for Artificial Intelligence in Financial Industry—0
Artificial mental phenomena: Psychophysics as a framework to detect perception biases in AI models—0
Fairness in Multi-agent Reinforcement Learning for Stock Trading—0
On the Apparent Conflict Between Individual and Group Fairness—0
Fair Contextual Multi-Armed Bandits: Theory and Experiments—0
Measurement and Fairness—0
How to Evaluate the Next System: Automatic Dialogue Evaluation from the Perspective of Continual Learning—0
Group Fairness in Bandit Arm SelectionCode0
Perfectly Parallel Fairness Certification of Neural NetworksCode0
ASTRA: High Throughput 3PC over Rings with Application to Secure Prediction—0
Addressing Marketing Bias in Product RecommendationsCode0
Recovering from Biased Data: Can Fairness Constraints Improve Accuracy?—0
Balancing Efficiency and Fairness in On-Demand RidesourcingCode0
On Making Stochastic Classifiers Deterministic—0
Paradoxes in Fair Machine LearningCode0
Offline Contextual Bandits with High Probability Fairness GuaranteesCode0
On Human-Aligned Risk Minimization—0
Unlocking Fairness: a Trade-off Revisited—0
Optimizing Generalized Rate Metrics with Three PlayersCode0
Assessing Disparate Impact of Personalized Interventions: Identifiability and BoundsCode0
FairPrep: Promoting Data to a First-Class Citizen in Studies on Fairness-Enhancing Interventions—0
The relationship between trust in AI and trustworthy machine learning technologies—0
Towards Fairness in Visual Recognition: Effective Strategies for Bias MitigationCode0
Automated Peer-to-peer Negotiation for Energy Contract Settlements in Residential Cooperatives—0
On the Legal Compatibility of Fairness Definitions—0
FairyTED: A Fair Rating Predictor for TED Talk Data—0
A Self-Adaptive Synthetic Over-Sampling Technique for Imbalanced Classification—0
Fair in the Eyes of Others—0
Greedy Algorithms for Fair Division of Mixed Manna—0
Mitigate Bias in Face Recognition using Skewness-Aware Reinforcement Learning—0
Algorithmic Bias in Recidivism Prediction: A Causal Perspective—0
Fair Multi-party Machine Learning -- a Game Theoretic approach—0
Max-Min Fair Precoder Design and Power Allocation for MU-MIMO NOMA—0
Bounded Temporal Fairness for FIFO Financial Markets—0
"The Human Body is a Black Box": Supporting Clinical Decision-Making with Deep Learning—0
Policy-Gradient Training of Fair and Unbiased Ranking FunctionsCode0
Show:102550
← PrevPage 103 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