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counterfactual

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TitleStatusHype
Faithful Model Explanations through Energy-Constrained Conformal CounterfactualsCode0
Adversarially Balanced Representation for Continuous Treatment Effect EstimationCode0
Debiasing Multimodal Sarcasm Detection with Contrastive Learning0
An Information-Flow Perspective on Algorithmic Fairness0
Global Rewards in Multi-Agent Deep Reinforcement Learning for Autonomous Mobility on Demand SystemsCode0
Personalized Decision Supports based on Theory of Mind Modeling and Explainable Reinforcement Learning0
Responsibility in Extensive Form Games0
Estimating Counterfactual Matrix Means with Short Panel Data0
BaRDa: A Belief and Reasoning Dataset that Separates Factual Accuracy and Reasoning Ability0
Understanding Physical Dynamics with Counterfactual World Modeling0
Serious errors impair an assessment of forest carbon projects: A rebuttal of West et al. (2023)0
Promoting Counterfactual Robustness through DiversityCode0
Causal inference and policy evaluation without a control group0
Evaluating the Utility of Model Explanations for Model Development0
CODEX: A Cluster-Based Method for Explainable Reinforcement LearningCode0
CLadder: Assessing Causal Reasoning in Language ModelsCode1
Causality and Explainability for Trustworthy Integrated Pest Management0
UTBoost: Gradient Boosted Decision Trees for Uplift ModelingCode1
A Glitch in the Matrix? Locating and Detecting Language Model Grounding with FakepediaCode0
TIBET: Identifying and Evaluating Biases in Text-to-Image Generative ModelsCode0
Interpretable Knowledge Tracing via Response Influence-based Counterfactual ReasoningCode0
Identifying Spurious Correlations using Counterfactual AlignmentCode1
SocialCounterfactuals: Probing and Mitigating Intersectional Social Biases in Vision-Language Models with Counterfactual Examples0
Towards Assessing and Benchmarking Risk-Return Tradeoff of Off-Policy EvaluationCode1
Extrapolating Away from the Cutoff in Regression Discontinuity Designs0
Understanding Your Agent: Leveraging Large Language Models for Behavior Explanation0
CLOMO: Counterfactual Logical Modification with Large Language ModelsCode0
VITATECS: A Diagnostic Dataset for Temporal Concept Understanding of Video-Language ModelsCode1
DiG-IN: Diffusion Guidance for Investigating Networks -- Uncovering Classifier Differences Neuron Visualisations and Visual Counterfactual ExplanationsCode1
SARDINE: A Simulator for Automated Recommendation in Dynamic and Interactive EnvironmentsCode0
Adversarial Distribution Balancing for Counterfactual ReasoningCode0
Reducing Gender Bias in Machine Translation through Counterfactual Data Generation0
On Quantile Treatment Effects, Rank Similarity, and Variation of Instrumental Variables0
Policy Learning with Distributional Welfare0
Interactive Autonomous Navigation with Internal State Inference and Interactivity Estimation0
A Foundational Framework and Methodology for Personalized Early and Timely Diagnosis0
Measurement Error and Counterfactuals in Quantitative Trade and Spatial Models0
Privacy-Preserving Algorithmic Recourse0
HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction DataCode1
Rethinking Radiology Report Generation via Causal Inspired Counterfactual Augmentation0
Interpretable ECG Analysis for Myocardial Infarction Detection through CounterfactualsCode0
Generating Realistic Counterfactuals for Retinal Fundus and OCT Images using Diffusion ModelsCode1
Deep Calibration of Market Simulations using Neural Density Estimators and Embedding Networks0
Chain of Visual Perception: Harnessing Multimodal Large Language Models for Zero-shot Camouflaged Object DetectionCode0
Orca 2: Teaching Small Language Models How to Reason0
Measuring and Improving Attentiveness to Partial Inputs with Counterfactuals0
Can Large Language Models Follow Concept Annotation Guidelines? A Case Study on Scientific and Financial DomainsCode0
Explore Spurious Correlations at the Concept Level in Language Models for Text ClassificationCode0
Strategic Waiting in Centralized Matching: Daycare Assignment0
Counterfactual Explanation for Regression via Disentanglement in Latent Space0
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