| Multimodal Reward Shaping for Efficient Exploration in Reinforcement Learning | Jul 19, 2021 | Deep Reinforcement LearningEfficient Exploration | —Unverified | 0 |
| Probabilistic Verification of Neural Networks Against Group Fairness | Jul 18, 2021 | Fairness | —Unverified | 0 |
| Desiderata for Explainable AI in statistical production systems of the European Central Bank | Jul 18, 2021 | Decision MakingFairness | —Unverified | 0 |
| Automatic Fairness Testing of Neural Classifiers through Adversarial Sampling | Jul 17, 2021 | Deep LearningFairness | —Unverified | 0 |
| FairBalance: How to Achieve Equalized Odds With Data Pre-processing | Jul 17, 2021 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| Learning to Limit Data Collection via Scaling Laws: A Computational Interpretation for the Legal Principle of Data Minimization | Jul 16, 2021 | Fairness | —Unverified | 0 |
| Measuring Fairness in Generative Models | Jul 16, 2021 | Fairness | CodeCode Available | 0 |
| Two-Sided Matching Meets Fair Division | Jul 15, 2021 | FairnessVocal Bursts Valence Prediction | —Unverified | 0 |
| DiRe Committee : Diversity and Representation Constraints in Multiwinner Elections | Jul 15, 2021 | AttributeDiversity | —Unverified | 0 |
| Fairness in Ranking under Uncertainty | Jul 14, 2021 | Decision MakingFairness | CodeCode Available | 1 |
| On the impossibility of non-trivial accuracy under fairness constraints | Jul 14, 2021 | Fairness | —Unverified | 0 |
| Making Auctions Robust to Aftermarkets | Jul 13, 2021 | Fairness | —Unverified | 0 |
| Can Less be More? When Increasing-to-Balancing Label Noise Rates Considered Beneficial | Jul 13, 2021 | FairnessInformativeness | CodeCode Available | 0 |
| DIVINE: Diverse Influential Training Points for Data Visualization and Model Refinement | Jul 13, 2021 | Data VisualizationFairness | CodeCode Available | 0 |
| Fairness-aware Summarization for Justified Decision-Making | Jul 13, 2021 | Data PoisoningDecision Making | —Unverified | 0 |
| Trustworthy AI: A Computational Perspective | Jul 12, 2021 | Fairness | —Unverified | 0 |
| Strategic Instrumental Variable Regression: Recovering Causal Relationships From Strategic Responses | Jul 12, 2021 | Decision MakingFairness | CodeCode Available | 0 |
| Training Over-parameterized Models with Non-decomposable Objectives | Jul 9, 2021 | Fairness | —Unverified | 0 |
| Escaping the Impossibility of Fairness: From Formal to Substantive Algorithmic Fairness | Jul 9, 2021 | Decision MakingFairness | —Unverified | 0 |
| Multiaccurate Proxies for Downstream Fairness | Jul 9, 2021 | FairnessGeneralization Bounds | —Unverified | 0 |
| A Graph-based Approach for Mitigating Multi-sided Exposure Bias in Recommender Systems | Jul 7, 2021 | DiversityExposure Fairness | —Unverified | 0 |
| Impossibility results for fair representations | Jul 7, 2021 | Fairness | —Unverified | 0 |
| Nested Counterfactual Identification from Arbitrary Surrogate Experiments | Jul 7, 2021 | counterfactualFairness | —Unverified | 0 |
| Bias-Tolerant Fair Classification | Jul 7, 2021 | ClassificationFairness | —Unverified | 0 |
| Bayesian Nonparametric Modelling for Model-Free Reinforcement Learning in LTE-LAA and Wi-Fi Coexistence | Jul 6, 2021 | Autonomous DrivingBayesian Inference | —Unverified | 0 |
