| Bias and Fairness in Large Language Models: A Survey | Sep 2, 2023 | counterfactualFairness | CodeCode Available | 1 |
| Calibrated Explanations for Regression | Aug 30, 2023 | counterfactualExplainable artificial intelligence | CodeCode Available | 1 |
| "Would life be more interesting if I were in AI?" Answering Counterfactuals based on Probabilistic Inductive Logic Programming | Aug 30, 2023 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Decentralized Multi-agent Reinforcement Learning based State-of-Charge Balancing Strategy for Distributed Energy Storage System | Aug 29, 2023 | counterfactualMulti-agent Reinforcement Learning | —Unverified | 0 |
| Ensemble of Counterfactual Explainers | Aug 29, 2023 | counterfactualDiversity | CodeCode Available | 0 |
| Face Presentation Attack Detection by Excavating Causal Clues and Adapting Embedding Statistics | Aug 28, 2023 | counterfactualDomain Adaptation | CodeCode Available | 1 |
| Procurement in welfare programs: Evidence and implications from WIC infant formula contracts | Aug 24, 2023 | counterfactual | —Unverified | 0 |
| Towards CausalGPT: A Multi-Agent Approach for Faithful Knowledge Reasoning via Promoting Causal Consistency in LLMs | Aug 23, 2023 | counterfactualQuestion Answering | CodeCode Available | 3 |
| Learning from Negative User Feedback and Measuring Responsiveness for Sequential Recommenders | Aug 23, 2023 | counterfactualRecommendation Systems | —Unverified | 0 |
| Counterfactual Graph Augmentation for Consumer Unfairness Mitigation in Recommender Systems | Aug 23, 2023 | counterfactualFairness | CodeCode Available | 0 |
| Does Misclassifying Non-confounding Covariates as Confounders Affect the Causal Inference within the Potential Outcomes Framework? | Aug 22, 2023 | Causal Inferencecounterfactual | —Unverified | 0 |
| A Counterfactual Fair Model for Longitudinal Electronic Health Records via Deconfounder | Aug 22, 2023 | counterfactualFairness | —Unverified | 0 |
| Targeted Data Augmentation for bias mitigation | Aug 22, 2023 | counterfactualData Augmentation | —Unverified | 0 |
| Efficient Last-iterate Convergence Algorithms in Solving Games | Aug 22, 2023 | counterfactual | —Unverified | 0 |
| Debiasing Counterfactuals In the Presence of Spurious Correlations | Aug 21, 2023 | counterfactualImage Generation | —Unverified | 0 |
| Towards Probabilistic Causal Discovery, Inference & Explanations for Autonomous Drones in Mine Surveying Tasks | Aug 19, 2023 | Causal Discoverycounterfactual | —Unverified | 0 |
| Managers' Choice of Disclosure Complexity | Aug 18, 2023 | counterfactual | —Unverified | 0 |
| Endogenous Macrodynamics in Algorithmic Recourse | Aug 16, 2023 | counterfactualvalid | CodeCode Available | 0 |
| Planning to Learn: A Novel Algorithm for Active Learning during Model-Based Planning | Aug 15, 2023 | Active Learningcounterfactual | CodeCode Available | 0 |
| Do We Fully Understand Students' Knowledge States? Identifying and Mitigating Answer Bias in Knowledge Tracing | Aug 15, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Data-Driven Allocation of Preventive Care With Application to Diabetes Mellitus Type II | Aug 14, 2023 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Explaining Black-Box Models through Counterfactuals | Aug 14, 2023 | counterfactualExplainable artificial intelligence | CodeCode Available | 1 |
| Diffusion-based Visual Counterfactual Explanations -- Towards Systematic Quantitative Evaluation | Aug 11, 2023 | counterfactualimage-classification | CodeCode Available | 0 |
| Towards a Causal Probabilistic Framework for Prediction, Action-Selection & Explanations for Robot Block-Stacking Tasks | Aug 11, 2023 | Causal Inferencecounterfactual | —Unverified | 0 |
| Counterfactual Cross-modality Reasoning for Weakly Supervised Video Moment Localization | Aug 10, 2023 | Contrastive Learningcounterfactual | CodeCode Available | 0 |
