| Reaching the End of Unbiasedness: Uncovering Implicit Limitations of Click-Based Learning to Rank | Jun 24, 2022 | counterfactualLearning-To-Rank | —Unverified | 0 |
| Intelligent Request Strategy Design in Recommender System | Jun 23, 2022 | Causal Inferencecounterfactual | —Unverified | 0 |
| Explanation-based Counterfactual Retraining(XCR): A Calibration Method for Black-box Models | Jun 22, 2022 | counterfactualExplainable artificial intelligence | —Unverified | 0 |
| PAC: Assisted Value Factorisation with Counterfactual Predictions in Multi-Agent Reinforcement Learning | Jun 22, 2022 | counterfactualMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| Plug and Play Counterfactual Text Generation for Model Robustness | Jun 21, 2022 | Attributecounterfactual | —Unverified | 0 |
| Policy Learning with Asymmetric Counterfactual Utilities | Jun 21, 2022 | counterfactualDecision Making | —Unverified | 0 |
| Model-Based Imitation Learning Using Entropy Regularization of Model and Policy | Jun 21, 2022 | counterfactualImitation Learning | —Unverified | 0 |
| Interpretable Deep Causal Learning for Moderation Effects | Jun 21, 2022 | counterfactual | —Unverified | 0 |
| A Symbolic Approach for Counterfactual Explanations | Jun 20, 2022 | counterfactual | —Unverified | 0 |
| The Power of Regularization in Solving Extensive-Form Games | Jun 19, 2022 | counterfactualForm | —Unverified | 0 |
| Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations | Jun 16, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| On the explainable properties of 1-Lipschitz Neural Networks: An Optimal Transport Perspective | Jun 14, 2022 | Adversarial Attackcounterfactual | —Unverified | 0 |
| A Constructive GAN-based Approach to Exact Estimate Treatment Effect without Matching | Jun 13, 2022 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Memory-Based Model Editing at Scale | Jun 13, 2022 | counterfactualDialogue Generation | CodeCode Available | 1 |
| Ask to Know More: Generating Counterfactual Explanations for Fake Claims | Jun 10, 2022 | Articlescounterfactual | CodeCode Available | 1 |
| Explaining Image Classifiers Using Contrastive Counterfactuals in Generative Latent Spaces | Jun 10, 2022 | Attributecounterfactual | —Unverified | 0 |
| XAudit : A Theoretical Look at Auditing with Explanations | Jun 9, 2022 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Comprehensive Fair Meta-learned Recommender System | Jun 9, 2022 | counterfactualFairness | CodeCode Available | 0 |
| ESCHER: Eschewing Importance Sampling in Games by Computing a History Value Function to Estimate Regret | Jun 8, 2022 | counterfactual | CodeCode Available | 1 |
| GRETEL: A unified framework for Graph Counterfactual Explanation Evaluation | Jun 7, 2022 | counterfactualCounterfactual Explanation | CodeCode Available | 1 |
| Improving Model Understanding and Trust with Counterfactual Explanations of Model Confidence | Jun 6, 2022 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Sequential Counterfactual Decision-Making Under Confounded Reward | Jun 5, 2022 | counterfactualDecision Making | —Unverified | 0 |
| Use-Case-Grounded Simulations for Explanation Evaluation | Jun 5, 2022 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Estimating the Effect of Team Hitting Strategies Using Counterfactual Virtual Simulation in Baseball | Jun 4, 2022 | counterfactual | —Unverified | 0 |
| Estimating counterfactual treatment outcomes over time in complex multiagent scenarios | Jun 4, 2022 | Autonomous Drivingcounterfactual | —Unverified | 0 |
