| Equilibrium Multiplicity: A Systematic Approach using Homotopies, with an Application to Chicago | Jan 18, 2024 | counterfactualDiscrete Choice Models | —Unverified | 0 |
| Aligning Large Language Models with Counterfactual DPO | Jan 17, 2024 | counterfactual | —Unverified | 0 |
| Even-if Explanations: Formal Foundations, Priorities and Complexity | Jan 17, 2024 | counterfactualDecision Making | —Unverified | 0 |
| DCRMTA: Unbiased Causal Representation for Multi-touch Attribution | Jan 16, 2024 | counterfactual | —Unverified | 0 |
| PUPAE: Intuitive and Actionable Explanations for Time Series Anomalies | Jan 16, 2024 | Anomaly Detectioncounterfactual | —Unverified | 0 |
| A Dynamic Agent Based Model of the Real Economy with Monopolistic Competition, Perfect Product Differentiation, Heterogeneous Agents, Increasing Returns to Scale and Trade in Disequilibrium | Jan 13, 2024 | counterfactual | —Unverified | 0 |
| Austria's KlimaTicket: Assessing the short-term impact of a cheap nationwide travel pass on demand | Jan 12, 2024 | counterfactual | —Unverified | 0 |
| Attention Is Not the Only Choice: Counterfactual Reasoning for Path-Based Explainable Recommendation | Jan 11, 2024 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Learning Audio Concepts from Counterfactual Natural Language | Jan 10, 2024 | Audio captioningAudio Classification | CodeCode Available | 0 |
| Adaptive Experimental Design for Policy Learning | Jan 8, 2024 | counterfactualExperimental Design | —Unverified | 0 |
| Verifying Relational Explanations: A Probabilistic Approach | Jan 5, 2024 | counterfactual | CodeCode Available | 0 |
| PokerGPT: An End-to-End Lightweight Solver for Multi-Player Texas Hold'em via Large Language Model | Jan 4, 2024 | counterfactualLanguage Modeling | —Unverified | 0 |
| Modular Learning of Deep Causal Generative Models for High-dimensional Causal Inference | Jan 2, 2024 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Inferring Heterogeneous Treatment Effects of Crashes on Highway Traffic: A Doubly Robust Causal Machine Learning Approach | Jan 1, 2024 | Causal Inferencecounterfactual | —Unverified | 0 |
| FADES: Fair Disentanglement with Sensitive Relevance | Jan 1, 2024 | counterfactualDisentanglement | —Unverified | 0 |
| Revisiting Counterfactual Problems in Referring Expression Comprehension | Jan 1, 2024 | AttributeContrastive Learning | CodeCode Available | 0 |
| Looking Similar Sounding Different: Leveraging Counterfactual Cross-Modal Pairs for Audiovisual Representation Learning | Jan 1, 2024 | Contrastive Learningcounterfactual | —Unverified | 0 |
| User Strategization and Trustworthy Algorithms | Dec 29, 2023 | counterfactualRecommendation Systems | —Unverified | 0 |
| Incentive-Aware Synthetic Control: Accurate Counterfactual Estimation via Incentivized Exploration | Dec 26, 2023 | counterfactualvalid | —Unverified | 0 |
| Recourse under Model Multiplicity via Argumentative Ensembling (Technical Report) | Dec 22, 2023 | counterfactual | CodeCode Available | 0 |
| Where and How to Attack? A Causality-Inspired Recipe for Generating Counterfactual Adversarial Examples | Dec 21, 2023 | Adversarial Attackcounterfactual | CodeCode Available | 0 |
| Navigating the Structured What-If Spaces: Counterfactual Generation via Structured Diffusion | Dec 21, 2023 | counterfactualDiversity | —Unverified | 0 |
| ALMANACS: A Simulatability Benchmark for Language Model Explainability | Dec 20, 2023 | counterfactualLanguage Modeling | CodeCode Available | 0 |
| Robust Machine Learning by Transforming and Augmenting Imperfect Training Data | Dec 19, 2023 | counterfactualData Augmentation | —Unverified | 0 |
| Explaining Reinforcement Learning Agents Through Counterfactual Action Outcomes | Dec 18, 2023 | counterfactualDecision Making | CodeCode Available | 0 |