| Do Large Code Models Understand Programming Concepts? Counterfactual Analysis for Code Predicates | Feb 8, 2024 | Code CompletionCode Generation | —Unverified | 0 |
| CounterCLR: Counterfactual Contrastive Learning with Non-random Missing Data in Recommendation | Feb 8, 2024 | Contrastive Learningcounterfactual | —Unverified | 0 |
| Anatomically-Controllable Medical Image Generation with Segmentation-Guided Diffusion Models | Feb 7, 2024 | counterfactualImage Generation | CodeCode Available | 3 |
| Collective Counterfactual Explanations via Optimal Transport | Feb 7, 2024 | counterfactual | —Unverified | 0 |
| De-amplifying Bias from Differential Privacy in Language Model Fine-tuning | Feb 7, 2024 | counterfactualData Augmentation | —Unverified | 0 |
| Explaining Learned Reward Functions with Counterfactual Trajectories | Feb 7, 2024 | counterfactual | CodeCode Available | 0 |
| The Role of Child Gender in the Formation of Parents' Social Networks | Feb 6, 2024 | counterfactual | —Unverified | 0 |
| CEHR-GPT: Generating Electronic Health Records with Chronological Patient Timelines | Feb 6, 2024 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Counterfactual Generation with Answer Set Programming | Feb 6, 2024 | Attributecounterfactual | —Unverified | 0 |
| In-context learning agents are asymmetric belief updaters | Feb 6, 2024 | counterfactualIn-Context Learning | —Unverified | 0 |
| Recommendation Fairness in Social Networks Over Time | Feb 5, 2024 | counterfactualFairness | —Unverified | 0 |
| Counterfactual Fairness Is Not Demographic Parity, and Other Observations | Feb 5, 2024 | counterfactualFairness | —Unverified | 0 |
| Counterfactual Explanations of Black-box Machine Learning Models using Causal Discovery with Applications to Credit Rating | Feb 5, 2024 | Causal Discoverycounterfactual | —Unverified | 0 |
| Character-based Outfit Generation with Vision-augmented Style Extraction via LLMs | Feb 2, 2024 | counterfactualPrompt Engineering | —Unverified | 0 |
| Cooperative Knowledge Distillation: A Learner Agnostic Approach | Feb 2, 2024 | counterfactualKnowledge Distillation | CodeCode Available | 0 |
| Robust Counterfactual Explanations in Machine Learning: A Survey | Feb 2, 2024 | counterfactualSurvey | —Unverified | 0 |
| Counterfactual Concept Bottleneck Models | Feb 2, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
| Natural Counterfactuals With Necessary Backtracking | Feb 2, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Shapelet-based Model-agnostic Counterfactual Local Explanations for Time Series Classification | Feb 2, 2024 | Classificationcounterfactual | —Unverified | 0 |
| Explaining Text Classifiers with Counterfactual Representations | Feb 1, 2024 | AttributeCausal Inference | CodeCode Available | 0 |
| Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks | Jan 31, 2024 | counterfactualknowledge editing | —Unverified | 0 |
| Causal Machine Learning for Cost-Effective Allocation of Development Aid | Jan 30, 2024 | counterfactualRepresentation Learning | CodeCode Available | 0 |
| Graph Neural Networks: Theory for Estimation with Application on Network Heterogeneity | Jan 29, 2024 | Causal Inferencecounterfactual | —Unverified | 0 |
| Seller-Side Experiments under Interference Induced by Feedback Loops in Two-Sided Platforms | Jan 29, 2024 | counterfactual | —Unverified | 0 |
| Distribution-consistency Structural Causal Models | Jan 29, 2024 | counterfactualCounterfactual Reasoning | —Unverified | 0 |