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Fairness

Papers

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Showing 1351–1400 of 5676 papers

TitleStatusHype
A Low-Delay MAC for IoT Applications: Decentralized Optimal Scheduling of Queues without Explicit State Information Sharing—0
Decentralized Smart Charging of Large-Scale EVs using Adaptive Multi-Agent Multi-Armed Bandits—0
Algorithmic Fairness: A Tolerance Perspective—0
Deciding What's Fair: Challenges of Applying Reinforcement Learning in Online Marketplaces—0
Algorithmic Fairness from a Non-ideal Perspective—0
Decision Making with Differential Privacy under a Fairness Lens—0
Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression—0
Tensor Completion with Provable Consistency and Fairness Guarantees for Recommender Systems—0
Correlated Equilibria for Approximate Variational Inference in MRFs—0
DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models—0
Core-Stable Committees under Restricted Domains—0
Discrimination-free Insurance Pricing with Privatized Sensitive Attributes—0
A survey on bias in machine learning research—0
Deep Bayesian Trust : A Dominant and Fair Incentive Mechanism for Crowd—0
DP-SGD-Global-Adapt-V2-S: Triad Improvements of Privacy, Accuracy and Fairness via Step Decay Noise Multiplier and Step Decay Upper Clipping Threshold—0
Copying Machine Learning Classifiers—0
Auto-Drafting Police Reports from Noisy ASR Outputs: A Trust-Centered LLM Approach—0
Algorithmic Fairness in Face Morphing Attack Detection—0
DeepFair: Deep Learning for Improving Fairness in Recommender Systems—0
AutoFAIR : Automatic Data FAIRification via Machine Reading—0
Deep Fair Learning: A Unified Framework for Fine-tuning Representations with Sufficient Networks—0
Deep Fair Multi-View Clustering with Attention KAN—0
Data-Driven Fairness Generalization for Deepfake Detection—0
Deep F-measure Maximization for End-to-End Speech Understanding—0
Deep Generative Views to Mitigate Gender Classification Bias Across Gender-Race Groups—0
Deep Learning Aided Beamforming for Downlink Non-Orthogonal Multiple Access Systems—0
Deep Learning and Machine Learning, Advancing Big Data Analytics and Management: Unveiling AI's Potential Through Tools, Techniques, and Applications—0
Deep Learning-based Power Control for Cell-Free Massive MIMO Networks—0
Deep Learning feature selection to unhide demographic recommender systems factors—0
Deep Learning in the Field of Biometric Template Protection: An Overview—0
Deep Learning Meets Mechanism Design: Key Results and Some Novel Applications—0
Deep Learning of Intrinsically Motivated Options in the Arcade Learning Environment—0
AI-Driven Healthcare: A Review on Ensuring Fairness and Mitigating Bias—0
Algorithmic Hiring and Diversity: Reducing Human-Algorithm Similarity for Better Outcomes—0
Deep Reinforcement Learning-Based User Association in Hybrid LiFi/WiFi Indoor Networks—0
Deep Reinforcement Learning for Efficient and Fair Allocation of Health Care Resources—0
Deep Reinforcement Learning for Wireless Resource Allocation Using Buffer State Information—0
Defining and Evaluating Fair Natural Language Generation—0
Defining bias in AI-systems: Biased models are fair models—0
Defining the Collective Intelligence Supply Chain—0
Coping with Mistreatment in Fair Algorithms—0
Degradation-Infused Energy Portfolio Allocation Framework: Risk-Averse Fair Storage Participation—0
COOR-PLT: A hierarchical control model for coordinating adaptive platoons of connected and autonomous vehicles at signal-free intersections based on deep reinforcement learning—0
Deletion-Robust Submodular Maximization at Scale—0
A Survey on Bias and Fairness in Natural Language Processing—0
Demand-Aware Beam Hopping and Power Allocation for Load Balancing in Digital Twin empowered LEO Satellite Networks—0
Democratize with Care: The need for fairness specific features in user-interface based open source AutoML tools—0
Adaptation Speed Analysis for Fairness-aware Causal Models—0
Demographic Fairness in Biometric Systems: What do the Experts say?—0
Avoiding Disparity Amplification under Different Worldviews—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