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Fairness

Papers

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Showing 5101–5150 of 5676 papers

TitleStatusHype
Algorithmic Fairness from a Non-ideal Perspective—0
Vamsa: Automated Provenance Tracking in Data Science Scripts—0
RECAST: Interactive Auditing of Automatic Toxicity Detection Models—0
Fair Active LearningCode0
On Consequentialism and Fairness—0
(Individual) Fairness for k-Clustering—0
A Framework for Democratizing AICode0
Model-Agnostic Characterization of Fairness Trade-offs—0
Bounding the fairness and accuracy of classifiers from population statisticsCode0
Fair k-Centers via Maximum Matching—0
How to Solve Fair k-Center in Massive Data Models—0
Learning Fair Policies in Multi-Objective (Deep) Reinforcement Learning with Average and Discounted Rewards—0
Two Simple Ways to Learn Individual Fairness Metric from Data—0
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
Non-Cooperative Game Theory Based Rate Adaptation for Dynamic Video Streaming over HTTP—0
Achieving Arbitrary Throughput-Fairness Trade-offs in the Inter Cell Interference Coordination with Fixed Transmit Power Problem—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
LTLf Synthesis with Fairness and Stability Assumptions—0
Measuring Non-Expert Comprehension of Machine Learning Fairness MetricsCode0
How Personal is Machine Learning Personalization?—0
AI and Holistic Review: Informing Human Reading in College Admissions—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
On the Apparent Conflict Between Individual and Group Fairness—0
Fairness in Multi-agent Reinforcement Learning for Stock Trading—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
Offline Contextual Bandits with High Probability Fairness GuaranteesCode0
Unlocking Fairness: a Trade-off Revisited—0
Assessing Disparate Impact of Personalized Interventions: Identifiability and BoundsCode0
Balancing Efficiency and Fairness in On-Demand RidesourcingCode0
On Human-Aligned Risk Minimization—0
Optimizing Generalized Rate Metrics with Three PlayersCode0
On Making Stochastic Classifiers Deterministic—0
Paradoxes in Fair Machine LearningCode0
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
Automated Peer-to-peer Negotiation for Energy Contract Settlements in Residential Cooperatives—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