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counterfactual

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TitleStatusHype
A Two-Stage Algorithm for Cost-Efficient Multi-instance Counterfactual ExplanationsCode0
DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal InferenceCode0
Even-Ifs From If-Onlys: Are the Best Semi-Factual Explanations Found Using Counterfactuals As Guides?Code0
Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised LearningCode1
Longitudinal Counterfactuals: Constraints and Opportunities—0
Causal Graph ODE: Continuous Treatment Effect Modeling in Multi-agent Dynamical Systems—0
AKEW: Assessing Knowledge Editing in the WildCode0
Decompose-and-Compose: A Compositional Approach to Mitigating Spurious CorrelationCode0
Applications of 0-1 Neural Networks in Prescription and Prediction—0
How to Understand "Support"? An Implicit-enhanced Causal Inference Approach for Weakly-supervised Phrase Grounding—0
Unveiling the Potential of Robustness in Selecting Conditional Average Treatment Effect EstimatorsCode0
Cause and Effect: Can Large Language Models Truly Understand Causality?—0
Hybrid^2 Neural ODE Causal Modeling and an Application to Glycemic ResponseCode0
Repeated Contracting with Multiple Non-Myopic Agents: Policy Regret and Limited Liability—0
QUCE: The Minimisation and Quantification of Path-Based Uncertainty for Generative Counterfactual Explanations—0
Introducing User Feedback-based Counterfactual Explanations (UFCE)Code0
Impact of Physical Activity on Quality of Life During Pregnancy: A Causal ML Approach—0
Unmasking Dementia Detection by Masking Input Gradients: A JSM Approach to Model Interpretability and Precision—0
Entity-level Factual Adaptiveness of Fine-tuning based Abstractive Summarization Models—0
Counterfactual Generation with Identifiability GuaranteesCode0
Mitigating Biases of Large Language Models in Stance Detection with Counterfactual Augmented CalibrationCode0
On the Arrow of Inference—0
Causal Imputation for Counterfactual SCMs: Bridging Graphs and Latent Factor Models—0
Reimagining Anomalies: What If Anomalies Were Normal?—0
Making Reasoning Matter: Measuring and Improving Faithfulness of Chain-of-Thought ReasoningCode1
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