| Fairness With Minimal Harm: A Pareto-Optimal Approach For Healthcare | Nov 16, 2019 | Fairness | —Unverified | 0 |
| Maintaining Discrimination and Fairness in Class Incremental Learning | Nov 16, 2019 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Dynamic Modeling and Equilibria in Fair Decision Making | Nov 15, 2019 | Decision MakingFairness | —Unverified | 0 |
| Fair Data Adaptation with Quantile Preservation | Nov 15, 2019 | counterfactualFairness | —Unverified | 0 |
| Fair Adversarial Gradient Tree Boosting | Nov 13, 2019 | AttributeFairness | CodeCode Available | 0 |
| What Do Compressed Deep Neural Networks Forget? | Nov 13, 2019 | FairnessInterpretability Techniques for Deep Learning | CodeCode Available | 0 |
| Buffer-aware Wireless Scheduling based on Deep Reinforcement Learning | Nov 13, 2019 | Deep Reinforcement LearningFairness | —Unverified | 0 |
| Efficient Fair Principal Component Analysis | Nov 12, 2019 | Dimensionality ReductionFairness | —Unverified | 0 |
| Machine Intelligence at the Edge with Learning Centric Power Allocation | Nov 12, 2019 | FairnessLearning Theory | —Unverified | 0 |
| Fairness-Aware Neural Réyni Minimization for Continuous Features | Nov 12, 2019 | Fairness | CodeCode Available | 0 |
| Fairness through Equality of Effort | Nov 11, 2019 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Making Good on LSTMs' Unfulfilled Promise | Nov 11, 2019 | Continual LearningDecision Making | —Unverified | 0 |
| Kernel Dependence Regularizers and Gaussian Processes with Applications to Algorithmic Fairness | Nov 11, 2019 | Crime PredictionEthics | —Unverified | 0 |
| Analyzing Bias in Sensitive Personal Information Used to Train Financial Models | Nov 9, 2019 | FairnessManagement | —Unverified | 0 |
| An Introduction to Artificial Intelligence and Solutions to the Problems of Algorithmic Discrimination | Nov 8, 2019 | Fairness | —Unverified | 0 |
| The State of NLP Literature: A Diachronic Analysis of the ACL Anthology | Nov 8, 2019 | ArticlesFairness | —Unverified | 0 |
| Reducing Sentiment Bias in Language Models via Counterfactual Evaluation | Nov 8, 2019 | Articlescounterfactual | —Unverified | 0 |
| A Human-in-the-loop Framework to Construct Context-aware Mathematical Notions of Outcome Fairness | Nov 8, 2019 | Decision MakingFairness | —Unverified | 0 |
| Fair Meta-Learning: Learning How to Learn Fairly | Nov 6, 2019 | AttributeFairness | —Unverified | 0 |
| Practical Compositional Fairness: Understanding Fairness in Multi-Component Recommender Systems | Nov 5, 2019 | FairnessRecommendation Systems | —Unverified | 0 |
| Auditing and Achieving Intersectional Fairness in Classification Problems | Nov 4, 2019 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| Assessing Social and Intersectional Biases in Contextualized Word Representations | Nov 4, 2019 | FairnessSentence | CodeCode Available | 0 |
| Posing Fair Generalization Tasks for Natural Language Inference | Nov 3, 2019 | FairnessNatural Language Inference | —Unverified | 0 |
| The Relationship between the Consistency of Users' Ratings and Recommendation Calibration | Nov 3, 2019 | FairnessRecommendation Systems | —Unverified | 0 |
| Fairness Violations and Mitigation under Covariate Shift | Nov 2, 2019 | Domain AdaptationFairness | —Unverified | 0 |
