| Simplicity Bias Leads to Amplified Performance Disparities | Dec 13, 2022 | FairnessInductive Bias | —Unverified | 0 | 0 |
| Simplicity Creates Inequity: Implications for Fairness, Stereotypes, and Interpretability | Sep 12, 2018 | Decision MakingFairness | —Unverified | 0 | 0 |
| Simpson's Paradox in Recommender Fairness: Reconciling differences between per-user and aggregated evaluations | Oct 14, 2022 | FairnessRecommendation Systems | —Unverified | 0 | 0 |
| Simultaneous Improvement of ML Model Fairness and Performance by Identifying Bias in Data | Oct 24, 2022 | Decision MakingFairness | —Unverified | 0 | 0 |
| Single-loop Algorithms for Stochastic Non-convex Optimization with Weakly-Convex Constraints | Apr 21, 2025 | Continual LearningFairness | —Unverified | 0 | 0 |
| Single-Loop Stochastic Algorithms for Difference of Max-Structured Weakly Convex Functions | May 28, 2024 | Fairness | —Unverified | 0 | 0 |
| Skellam Rank: Fair Learning to Rank Algorithm Based on Poisson Process and Skellam Distribution for Recommender Systems | Jun 11, 2023 | FairnessLearning-To-Rank | —Unverified | 0 | 0 |
| Skin Cancer Machine Learning Model Tone Bias | Oct 8, 2024 | Fairnessmodel | —Unverified | 0 | 0 |
| Small Total-Cost Constraints in Contextual Bandits with Knapsacks, with Application to Fairness | May 25, 2023 | FairnessMulti-Armed Bandits | —Unverified | 0 | 0 |
| Smart Energy Guardian: A Hybrid Deep Learning Model for Detecting Fraudulent PV Generation | May 24, 2025 | Fairness | —Unverified | 0 | 0 |
