| Algorithmic Fairness from a Non-ideal Perspective | Jan 8, 2020 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Vamsa: Automated Provenance Tracking in Data Science Scripts | Jan 7, 2020 | FairnessRecommendation Systems | —Unverified | 0 |
| RECAST: Interactive Auditing of Automatic Toxicity Detection Models | Jan 7, 2020 | Adversarial RobustnessFairness | —Unverified | 0 |
| Fair Active Learning | Jan 6, 2020 | Active LearningBIG-bench Machine Learning | CodeCode Available | 0 |
| On Consequentialism and Fairness | Jan 2, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| (Individual) Fairness for k-Clustering | Jan 1, 2020 | ClusteringFairness | —Unverified | 0 |
| A Framework for Democratizing AI | Jan 1, 2020 | Fairness | CodeCode Available | 0 |
| Model-Agnostic Characterization of Fairness Trade-offs | Jan 1, 2020 | DiagnosticFairness | —Unverified | 0 |
| Bounding the fairness and accuracy of classifiers from population statistics | Jan 1, 2020 | Fairness | CodeCode Available | 0 |
| Fair k-Centers via Maximum Matching | Jan 1, 2020 | Data SummarizationFairness | —Unverified | 0 |
| How to Solve Fair k-Center in Massive Data Models | Jan 1, 2020 | Data SummarizationDecision Making | —Unverified | 0 |
| Learning Fair Policies in Multi-Objective (Deep) Reinforcement Learning with Average and Discounted Rewards | Jan 1, 2020 | Deep Reinforcement LearningFairness | —Unverified | 0 |
| Two Simple Ways to Learn Individual Fairness Metric from Data | Jan 1, 2020 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Leveraging Semi-Supervised Learning for Fairness using Neural Networks | Dec 31, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Individual specialization in multi-task environments with multiagent reinforcement learners | Dec 29, 2019 | FairnessMulti-agent Reinforcement Learning | —Unverified | 0 |
| Arachne: Search Based Repair of Deep Neural Networks | Dec 28, 2019 | FairnessGender Classification | CodeCode Available | 0 |
| Non-Cooperative Game Theory Based Rate Adaptation for Dynamic Video Streaming over HTTP | Dec 27, 2019 | Fairness | —Unverified | 0 |
| Achieving Arbitrary Throughput-Fairness Trade-offs in the Inter Cell Interference Coordination with Fixed Transmit Power Problem | Dec 27, 2019 | FairnessGraph Matching | —Unverified | 0 |
| Geometry-Aware Generation of Adversarial Point Clouds | Dec 24, 2019 | Adversarial AttackFairness | CodeCode Available | 0 |
| Stochastic Fairness and Language-Theoretic Fairness in Planning on Nondeterministic Domains | Dec 24, 2019 | Fairness | —Unverified | 0 |
| Where Are We? Using Scopus to Map the Literature at the Intersection Between Artificial Intelligence and Research on Crime | Dec 23, 2019 | EthicsFairness | —Unverified | 0 |
| Lessons from Archives: Strategies for Collecting Sociocultural Data in Machine Learning | Dec 22, 2019 | BIG-bench Machine LearningEthics | —Unverified | 0 |
| Balancing the Tradeoff between Profit and Fairness in Rideshare Platforms During High-Demand Hours | Dec 18, 2019 | Fairness | CodeCode Available | 0 |
| LTLf Synthesis with Fairness and Stability Assumptions | Dec 17, 2019 | Fairness | —Unverified | 0 |
| Measuring Non-Expert Comprehension of Machine Learning Fairness Metrics | Dec 17, 2019 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
