| Synomaly Noise and Multi-Stage Diffusion: A Novel Approach for Unsupervised Anomaly Detection in Ultrasound Imaging | Nov 6, 2024 | Anomaly Detectioncounterfactual | CodeCode Available | 0 |
| Identification and Inference in General Bunching Designs | Nov 6, 2024 | counterfactual | —Unverified | 0 |
| An Adversarial Approach to Identification | Nov 6, 2024 | counterfactualvalid | —Unverified | 0 |
| Causal Responsibility Attribution for Human-AI Collaboration | Nov 5, 2024 | Attributecounterfactual | CodeCode Available | 0 |
| A Comparative Analysis of Counterfactual Explanation Methods for Text Classifiers | Nov 4, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Counterfactual Explanations via Riemannian Latent Space Traversal | Nov 4, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| M-CELS: Counterfactual Explanation for Multivariate Time Series Data Guided by Learned Saliency Maps | Nov 4, 2024 | Classificationcounterfactual | CodeCode Available | 0 |
| Counterfactual explainability of black-box prediction models | Nov 3, 2024 | counterfactualPrediction | —Unverified | 0 |
| Hierarchical and Density-based Causal Clustering | Nov 2, 2024 | Clusteringcounterfactual | —Unverified | 0 |
| Constrained Sampling with Primal-Dual Langevin Monte Carlo | Nov 1, 2024 | Bayesian Inferencecounterfactual | CodeCode Available | 0 |
| A Semiparametric Approach to Causal Inference | Nov 1, 2024 | Causal Inferencecounterfactual | —Unverified | 0 |
| Fighting Spurious Correlations in Text Classification via a Causal Learning Perspective | Nov 1, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Learning in Markov Games with Adaptive Adversaries: Policy Regret, Fundamental Barriers, and Efficient Algorithms | Nov 1, 2024 | counterfactual | —Unverified | 0 |
| AR-Pro: Counterfactual Explanations for Anomaly Repair with Formal Properties | Oct 31, 2024 | Anomaly Detectioncounterfactual | CodeCode Available | 0 |
| Counterfactual MRI Data Augmentation using Conditional Denoising Diffusion Generative Models | Oct 31, 2024 | Anatomycounterfactual | CodeCode Available | 0 |
| An Information Criterion for Controlled Disentanglement of Multimodal Data | Oct 31, 2024 | counterfactualDisentanglement | CodeCode Available | 0 |
| CoGS: Model Agnostic Causality Constrained Counterfactual Explanations using goal-directed ASP | Oct 30, 2024 | counterfactualDecision Making | —Unverified | 0 |
| Causality-Enhanced Behavior Sequence Modeling in LLMs for Personalized Recommendation | Oct 30, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Bayesian Counterfactual Prediction Models for HIV Care Retention with Incomplete Outcome and Covariate Information | Oct 29, 2024 | Causal Inferencecounterfactual | —Unverified | 0 |
| Guided Diffusion-based Counterfactual Augmentation for Robust Session-based Recommendation | Oct 29, 2024 | counterfactualData Augmentation | —Unverified | 0 |
| CausAdv: A Causal-based Framework for Detecting Adversarial Examples | Oct 29, 2024 | Adversarial Robustnesscounterfactual | CodeCode Available | 0 |
| FGCE: Feasible Group Counterfactual Explanations for Auditing Fairness | Oct 29, 2024 | counterfactualFairness | —Unverified | 0 |
| Relation-based Counterfactual Data Augmentation and Contrastive Learning for Robustifying Natural Language Inference Models | Oct 28, 2024 | Contrastive Learningcounterfactual | —Unverified | 0 |
| Robust Network Targeting with Multiple Nash Equilibria | Oct 28, 2024 | counterfactual | —Unverified | 0 |
| Towards Unifying Evaluation of Counterfactual Explanations: Leveraging Large Language Models for Human-Centric Assessments | Oct 28, 2024 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Info-CELS: Informative Saliency Map Guided Counterfactual Explanation | Oct 27, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Who is Responsible? Explaining Safety Violations in Multi-Agent Cyber-Physical Systems | Oct 26, 2024 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Global Graph Counterfactual Explanation: A Subgraph Mapping Approach | Oct 25, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Peter Parker or Spiderman? Disambiguating Multiple Class Labels | Oct 25, 2024 | counterfactual | —Unverified | 0 |
| What Drives Liquidity on Decentralized Exchanges? Evidence from the Uniswap Protocol | Oct 24, 2024 | counterfactual | —Unverified | 0 |
| Longitudinal Causal Image Synthesis | Oct 23, 2024 | counterfactualImage Generation | CodeCode Available | 0 |
| Evaluating Explanations Through LLMs: Beyond Traditional User Studies | Oct 23, 2024 | counterfactual | —Unverified | 0 |
| How Can We Diagnose and Treat Bias in Large Language Models for Clinical Decision-Making? | Oct 21, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
| S-CFE: Simple Counterfactual Explanations | Oct 21, 2024 | Computational Efficiencycounterfactual | CodeCode Available | 0 |
| Performance-Driven QUBO for Recommender Systems on Quantum Annealers | Oct 20, 2024 | counterfactualfeature selection | —Unverified | 0 |
| Explaining Graph Neural Networks with Large Language Models: A Counterfactual Perspective for Molecular Property Prediction | Oct 19, 2024 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Computational Grounding of Responsibility Attribution and Anticipation in LTLf | Oct 18, 2024 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| DMGNN: Detecting and Mitigating Backdoor Attacks in Graph Neural Networks | Oct 18, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Rethinking Distance Metrics for Counterfactual Explainability | Oct 18, 2024 | counterfactual | —Unverified | 0 |
| A Novel Method to Metigate Demographic and Expert Bias in ICD Coding with Causal Inference | Oct 18, 2024 | Causal Inferencecounterfactual | —Unverified | 0 |
| Exogenous Matching: Learning Good Proposals for Tractable Counterfactual Estimation | Oct 17, 2024 | counterfactual | CodeCode Available | 0 |
| Private Counterfactual Retrieval | Oct 17, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Learning Counterfactual Distributions via Kernel Nearest Neighbors | Oct 17, 2024 | counterfactualMatrix Completion | —Unverified | 0 |
| Rethinking Visual Counterfactual Explanations Through Region Constraint | Oct 16, 2024 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Using Protected Attributes to Consider Fairness in Multi-Agent Systems | Oct 16, 2024 | counterfactualDecision Making | —Unverified | 0 |
| Evaluation of Attribution Bias in Retrieval-Augmented Large Language Models | Oct 16, 2024 | Attributecounterfactual | —Unverified | 0 |
| First-Person Fairness in Chatbots | Oct 16, 2024 | Chatbotcounterfactual | —Unverified | 0 |
| Counterfactual Effect Decomposition in Multi-Agent Sequential Decision Making | Oct 16, 2024 | Attributecounterfactual | CodeCode Available | 0 |
| Counterfactual Analysis in Empirical Games | Oct 16, 2024 | counterfactual | —Unverified | 0 |
| Do LLMs Have the Generalization Ability in Conducting Causal Inference? | Oct 15, 2024 | Causal Inferencecounterfactual | CodeCode Available | 0 |