| Learning Global Transparent Models Consistent with Local Contrastive Explanations | Feb 19, 2020 | counterfactual | —Unverified | 0 |
| Wireless Power Control via Counterfactual Optimization of Graph Neural Networks | Feb 17, 2020 | counterfactualGraph Neural Network | —Unverified | 0 |
| Algorithmic Recourse: from Counterfactual Explanations to Interventions | Feb 14, 2020 | counterfactualDecision Making | CodeCode Available | 1 |
| Transformers as Soft Reasoners over Language | Feb 14, 2020 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Convex Density Constraints for Computing Plausible Counterfactual Explanations | Feb 12, 2020 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 0 |
| Decisions, Counterfactual Explanations and Strategic Behavior | Feb 11, 2020 | counterfactual | CodeCode Available | 1 |
| Estimating Counterfactual Treatment Outcomes over Time Through Adversarially Balanced Representations | Feb 10, 2020 | counterfactual | CodeCode Available | 1 |
| `Why didn't you allocate this task to them?' Negotiation-Aware Explicable Task Allocation and Contrastive Explanation Generation | Feb 5, 2020 | counterfactualExplanation Generation | —Unverified | 0 |
| Safe Exploration for Optimizing Contextual Bandits | Feb 2, 2020 | counterfactualInformation Retrieval | CodeCode Available | 0 |
| Estimating Welfare Effects in a Nonparametric Choice Model: The Case of School Vouchers | Jan 31, 2020 | counterfactual | —Unverified | 0 |
| Empirical Analysis of Fictitious Play for Nash Equilibrium Computation in Multiplayer Games | Jan 30, 2020 | counterfactual | —Unverified | 0 |
| Correcting for Selection Bias in Learning-to-rank Systems | Jan 29, 2020 | counterfactualLearning-To-Rank | —Unverified | 0 |
| One Explanation Does Not Fit All: The Promise of Interactive Explanations for Machine Learning Transparency | Jan 27, 2020 | AllBIG-bench Machine Learning | —Unverified | 0 |
| On the Fairness of Randomized Trials for Recommendation with Heterogeneous Demographics and Beyond | Jan 25, 2020 | counterfactualFairness | —Unverified | 0 |
| Explaining Data-Driven Decisions made by AI Systems: The Counterfactual Approach | Jan 21, 2020 | counterfactualFeature Importance | —Unverified | 0 |
| Adequate and fair explanations | Jan 21, 2020 | counterfactual | —Unverified | 0 |
| Distributional synthetic controls | Jan 17, 2020 | Causal Inferencecounterfactual | —Unverified | 0 |
| Algorithms in Multi-Agent Systems: A Holistic Perspective from Reinforcement Learning and Game Theory | Jan 17, 2020 | counterfactualDeep Reinforcement Learning | —Unverified | 0 |
| Probabilistic Reasoning across the Causal Hierarchy | Jan 9, 2020 | Bayesian Inferencecounterfactual | —Unverified | 0 |
| The Counterfactual χ-GAN | Jan 9, 2020 | Causal Inferencecounterfactual | —Unverified | 0 |
| Minimal entropy production due to constraints on rate matrix dependencies in multipartite processes | Jan 7, 2020 | counterfactual | —Unverified | 0 |
| Revealing Neural Network Bias to Non-Experts Through Interactive Counterfactual Examples | Jan 7, 2020 | counterfactual | —Unverified | 0 |
| Rational Inattention and Perceptual Distance | Dec 26, 2019 | counterfactualPerceptual Distance | —Unverified | 0 |
| Counterfactual Evaluation of Treatment Assignment Functions with Networked Observational Data | Dec 22, 2019 | Causal Inferencecounterfactual | —Unverified | 0 |
| Optimal Dynamic Treatment Regimes and Partial Welfare Ordering | Dec 20, 2019 | counterfactual | —Unverified | 0 |
