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Fairness

Papers

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Showing 3376–3400 of 5676 papers

TitleStatusHype
Statistical learning for constrained functional parameters in infinite-dimensional models with applications in fair machine learning—0
STBC-Aided Cooperative NOMA with Timing Offsets, Imperfect Successive Interference Cancellation, and Imperfect Channel State Information—0
Steering Prosocial AI Agents: Computational Basis of LLM's Decision Making in Social Simulation—0
Step by Step to Fairness: Attributing Societal Bias in Task-oriented Dialogue Systems—0
Stereotype-Free Classification of Fictitious Faces—0
Stereotyping Norwegian Salmon: An Inventory of Pitfalls in Fairness Benchmark Datasets—0
Stochastically Dominant Peer Prediction—0
Stochastic Bandits for Egalitarian Assignment—0
Stochastic Client Selection for Federated Learning with Volatile Clients—0
Stochastic-Constrained Stochastic Optimization with Markovian Data—0
Stochastic Doubly Robust Gradient—0
Stochastic Fairness and Language-Theoretic Fairness in Planning on Nondeterministic Domains—0
Stochastic Inexact Augmented Lagrangian Method for Nonconvex Expectation Constrained Optimization—0
Stochastic Learning of Additive Second-Order Penalties with Applications to Fairness—0
Stochastic Methods for AUC Optimization subject to AUC-based Fairness Constraints—0
Achieving Fairness in Stochastic Multi-armed Bandit Problem—0
Strategic Analysis of Fair Rank-Minimizing Mechanisms with Agent Refusal Option—0
Strategic bidding in freight transport using deep reinforcement learning—0
Strategic Demonstration Selection for Improved Fairness in LLM In-Context Learning—0
Strategy-proof and Envy-free Mechanisms for House Allocation—0
Strategyproof and Proportionally Fair Facility Location—0
Strategy Proof Mechanisms for Facility Location in Euclidean and Manhattan Space—0
Stream-Based Monitoring of Algorithmic Fairness—0
Stretching the Effectiveness of MLE from Accuracy to Bias for Pairwise Comparisons—0
Strong statistical parity through fair synthetic data—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