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TitleStatusHype
MSCT: Addressing Time-Varying Confounding with Marginal Structural Causal Transformer for Counterfactual Post-Crash Traffic Prediction—0
Domain Adaptation for Industrial Time-series Forecasting via Counterfactual Inference—0
Contrastive Learning with Counterfactual Explanations for Radiology Report Generation—0
Synthetic Counterfactual Faces—0
Decision Focused Causal Learning for Direct Counterfactual Marketing Optimization—0
Motif-Consistent Counterfactuals with Adversarial Refinement for Graph-Level Anomaly Detection—0
Promptable Counterfactual Diffusion Model for Unified Brain Tumor Segmentation and Generation with MRIsCode0
Causality-inspired Discriminative Feature Learning in Triple Domains for Gait Recognition—0
Rethinking Fair Graph Neural Networks from Re-balancingCode1
Generally-Occurring Model Change for Robust Counterfactual Explanations—0
A pragmatic policy learning approach to account for users' fatigue in repeated auctions—0
Inference at the data's edge: Gaussian processes for modeling and inference under model-dependency, poor overlap, and extrapolation—0
Deep Causal Learning to Explain and Quantify The Geo-Tension's Impact on Natural Gas MarketCode0
An Actionable Framework for Assessing Bias and Fairness in Large Language Model Use CasesCode3
Explainable bank failure prediction models: Counterfactual explanations to reduce the failure risk—0
Popular News Always Compete for the User's Attention! POPK: Mitigating Popularity Bias via a Temporal-Counterfactual—0
Imbalanced Graph-Level Anomaly Detection via Counterfactual Augmentation and Feature LearningCode0
CoGS: Causality Constrained Counterfactual Explanations using goal-directed ASP—0
CE-QArg: Counterfactual Explanations for Quantitative Bipolar Argumentation Frameworks (Technical Report)Code0
Industrial-Grade Time-Dependent Counterfactual Root Cause Analysis through the Unanticipated Point of Incipient Failure: a Proof of ConceptCode0
A Critical Review of Causal Reasoning Benchmarks for Large Language Models—0
Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent CommunitiesCode1
Rigorous Probabilistic Guarantees for Robust Counterfactual ExplanationsCode0
Consistent Document-Level Relation Extraction via CounterfactualsCode0
Exploring the Causality of End-to-End Autonomous DrivingCode2
New User Event Prediction Through the Lens of Causal Inference—0
FairPFN: Transformers Can do Counterfactual Fairness—0
A Convexified Matching Approach to Imputation and Individualized Inference—0
CLIMB: A Benchmark of Clinical Bias in Large Language ModelsCode0
Missed Causes and Ambiguous Effects: Counterfactuals Pose Challenges for Interpreting Neural Networks—0
MuseBarControl: Enhancing Fine-Grained Control in Symbolic Music Generation through Pre-Training and Counterfactual Loss—0
A Survey on Natural Language Counterfactual GenerationCode0
The geographic flow of bank funding and access to credit: Branch networks, local synergies and competition—0
Stable Heterogeneous Treatment Effect Estimation across Out-of-Distribution PopulationsCode0
CRUISE on Quantum Computing for Feature Selection in Recommender Systems—0
Spatio-Temporal Graphical Counterfactuals: An Overview—0
Counterfactual Data Augmentation with Denoising Diffusion for Graph Anomaly DetectionCode0
A Study of Nationality Bias in Names and Perplexity using Off-the-Shelf Affect-related Tweet ClassifiersCode0
MalAlgoQA: Pedagogical Evaluation of Counterfactual Reasoning in Large Language Models and Implications for AI in EducationCode0
FairLay-ML: Intuitive Debugging of Fairness in Data-Driven Social-Critical SoftwareCode0
Proximity Matters: Local Proximity Preserved Balancing for Treatment Effect Estimation—0
Explaining Chest X-ray Pathology Models using Textual Concepts—0
GenderBias-VL: Benchmarking Gender Bias in Vision Language Models via Counterfactual Probing—0
On Counterfactual Interventions in Vector Autoregressive ModelsCode0
Estimating Long-term Heterogeneous Dose-response Curve: Generalization Bound Leveraging Optimal Transport Weights—0
CELLO: Causal Evaluation of Large Vision-Language ModelsCode1
Automated Off-Policy Estimator Selection via Supervised Learning—0
Compositional Models for Estimating Causal Effects—0
Unbiasing on the Fly: Explanation-Guided Human Oversight of Machine Learning System Decisions—0
DISentangled Counterfactual Visual interpretER (DISCOVER) generalizes to natural images—0
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