| Controllable Sequence Editing for Biological and Clinical Trajectories | Feb 5, 2025 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| Investigating the Robustness of Deductive Reasoning with Large Language Models | Feb 4, 2025 | counterfactual | —Unverified | 0 |
| Counterfactual Situation Testing: From Single to Multidimensional Discrimination | Feb 3, 2025 | Attributecounterfactual | CodeCode Available | 0 |
| A Novel Multi-Objective Evolutionary Algorithm for Counterfactual Generation | Feb 3, 2025 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Explainability-Driven Quality Assessment for Rule-Based Systems | Feb 3, 2025 | counterfactualDecision Making | —Unverified | 0 |
| Can We Validate Counterfactual Estimations in the Presence of General Network Interference? | Feb 3, 2025 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Computing and Learning Stationary Mean Field Equilibria with Scalar Interactions: Algorithms and Applications | Feb 2, 2025 | counterfactualPolicy Gradient Methods | —Unverified | 0 |
| AudioGenX: Explainability on Text-to-Audio Generative Models | Feb 1, 2025 | Audio Generationcounterfactual | CodeCode Available | 0 |
| Model-Adaptive Approach to Dynamic Discrete Choice Models with Large State Spaces | Jan 30, 2025 | Computational Efficiencycounterfactual | —Unverified | 0 |
| Universal Inference for Incomplete Discrete Choice Models | Jan 29, 2025 | counterfactualDiscrete Choice Models | —Unverified | 0 |
| CausalSR: Structural Causal Model-Driven Super-Resolution with Counterfactual Inference | Jan 27, 2025 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Copyright and Competition: Estimating Supply and Demand with Unstructured Data | Jan 27, 2025 | counterfactual | —Unverified | 0 |
| Optimal Transport on Categorical Data for Counterfactuals using Compositional Data and Dirichlet Transport | Jan 26, 2025 | counterfactualFairness | CodeCode Available | 0 |
| Philip G. Wright, directed acyclic graphs, and instrumental variables | Jan 26, 2025 | Causal Inferencecounterfactual | —Unverified | 0 |
| Large Language Models as Theory of Mind Aware Generative Agents with Counterfactual Reflection | Jan 26, 2025 | Common Sense Reasoningcounterfactual | —Unverified | 0 |
| Asymmetrical Latent Representation for Individual Treatment Effect Modeling | Jan 23, 2025 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Triplet Synthesis For Enhancing Composed Image Retrieval via Counterfactual Image Generation | Jan 22, 2025 | counterfactualImage Generation | —Unverified | 0 |
| Fairness Testing through Extreme Value Theory | Jan 20, 2025 | counterfactualFairness | —Unverified | 0 |
| Leveraging counterfactual concepts for debugging and improving CNN model performance | Jan 19, 2025 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Modeling Attention during Dimensional Shifts with Counterfactual and Delayed Feedback | Jan 19, 2025 | counterfactualDecision Making | CodeCode Available | 0 |
| Counterfactual Explanations for k-means and Gaussian Clustering | Jan 17, 2025 | Clusteringcounterfactual | —Unverified | 0 |
| Temporal Causal Reasoning with (Non-Recursive) Structural Equation Models | Jan 17, 2025 | counterfactual | —Unverified | 0 |
| Finding the Trigger: Causal Abductive Reasoning on Video Events | Jan 16, 2025 | counterfactualManagement | —Unverified | 0 |
| Reassessing the Role of Chain-of-Thought in Sentiment Analysis: Insights and Limitations | Jan 15, 2025 | counterfactualSentiment Analysis | —Unverified | 0 |
| A Partial Initialization Strategy to Mitigate the Overfitting Problem in CATE Estimation with Hidden Confounding | Jan 15, 2025 | counterfactual | —Unverified | 0 |
| Graph Counterfactual Explainable AI via Latent Space Traversal | Jan 15, 2025 | counterfactual | —Unverified | 0 |
| An AI-driven framework for rapid and localized optimizations of urban open spaces | Jan 14, 2025 | counterfactualFeature Importance | —Unverified | 0 |
| Neural Probabilistic Circuits: Enabling Compositional and Interpretable Predictions through Logical Reasoning | Jan 13, 2025 | Attributecounterfactual | —Unverified | 0 |
| Faithful Counterfactual Visual Explanations (FCVE) | Jan 12, 2025 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Towards Counterfactual and Contrastive Explainability and Transparency of DCNN Image Classifiers | Jan 12, 2025 | counterfactual | —Unverified | 0 |
| What Is a Counterfactual Cause in Action Theories? | Jan 12, 2025 | counterfactual | —Unverified | 0 |
| Robust Counterfactual Explanations under Model Multiplicity Using Multi-Objective Optimization | Jan 10, 2025 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Counterfactually Fair Reinforcement Learning via Sequential Data Preprocessing | Jan 10, 2025 | Causal Inferencecounterfactual | —Unverified | 0 |
| Navigating Tomorrow: Reliably Assessing Large Language Models Performance on Future Event Prediction | Jan 10, 2025 | Articlescounterfactual | —Unverified | 0 |
| Explaining k-Nearest Neighbors: Abductive and Counterfactual Explanations | Jan 10, 2025 | Classificationcounterfactual | —Unverified | 0 |
| Model Alignment Search | Jan 10, 2025 | counterfactualmodel | —Unverified | 0 |
| Off-Policy Evaluation and Counterfactual Methods in Dynamic Auction Environments | Jan 9, 2025 | counterfactualDecision Making | —Unverified | 0 |
| Explainable Time Series Prediction of Tyre Energy in Formula One Race Strategy | Jan 7, 2025 | counterfactualFeature Importance | —Unverified | 0 |
| Estimating Discrete Choice Demand Models with Sparse Market-Product Shocks | Jan 4, 2025 | counterfactual | —Unverified | 0 |
| Counterfactual Explanation for Auto-Encoder Based Time-Series Anomaly Detection | Jan 3, 2025 | Anomaly Detectioncounterfactual | —Unverified | 0 |
| Model Diagnosis and Correction via Linguistic and Implicit Attribute Editing | Jan 1, 2025 | Attributecounterfactual | —Unverified | 0 |
| Text-Driven Fashion Image Editing with Compositional Concept Learning and Counterfactual Abduction | Jan 1, 2025 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Towards Fine-Grained Interpretability: Counterfactual Explanations for Misclassification with Saliency Partition | Jan 1, 2025 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| FitCF: A Framework for Automatic Feature Importance-guided Counterfactual Example Generation | Jan 1, 2025 | counterfactualExplainable artificial intelligence | CodeCode Available | 0 |
| Post Launch Evaluation of Policies in a High-Dimensional Setting | Dec 30, 2024 | counterfactual | —Unverified | 0 |
| Unsupervised dense retrieval with conterfactual contrastive learning | Dec 30, 2024 | Contrastive Learningcounterfactual | —Unverified | 0 |
| Econometric Analysis of Pandemic Disruption and Recovery Trajectory in the U.S. Rail Freight Industry | Dec 30, 2024 | counterfactualTime Series Analysis | —Unverified | 0 |
| Latent Drifting in Diffusion Models for Counterfactual Medical Image Synthesis | Dec 30, 2024 | counterfactualImage Generation | —Unverified | 0 |
| Counterfactual Samples Constructing and Training for Commonsense Statements Estimation | Dec 29, 2024 | counterfactualSentence | —Unverified | 0 |
| A Robust Adversarial Ensemble with Causal (Feature Interaction) Interpretations for Image Classification | Dec 28, 2024 | Adversarial Robustnesscounterfactual | —Unverified | 0 |