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Counterfactual Reasoning

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Showing 151–175 of 219 papers

TitleStatusHype
Exploiting Contextual Structure to Generate Useful Auxiliary Tasks—0
Eventual Discounting Temporal Logic Counterfactual Experience Replay—0
Counterfactual Situation Testing: Uncovering Discrimination under Fairness given the DifferenceCode0
Prompting Large Language Models With the Socratic Method—0
Counterfactual Reasoning for Bias Evaluation and Detection in a Fairness under Unawareness settingCode0
Counterfactual Fair Opportunity: Measuring Decision Model Fairness with Counterfactual Reasoning—0
Off-Policy Evaluation for Action-Dependent Non-Stationary EnvironmentsCode0
Explaining ELH Concept Descriptions through Counterfactual Reasoning—0
Evaluation of Induced Expert Knowledge in Causal Structure Learning by NOTEARS—0
Debiasing Stance Detection Models with Counterfactual Reasoning and Adversarial Bias Learning—0
Causal Temporal Reasoning for Markov Decision Processes—0
On the Complexity of Counterfactual Reasoning—0
Actionable Recourse via GANs for Mobile Health—0
CRIPP-VQA: Counterfactual Reasoning about Implicit Physical Properties via Video Question AnsweringCode0
Backtracking Counterfactuals—0
Neural Causal Models for Counterfactual Identification and Estimation—0
Possible Stories: Evaluating Situated Commonsense Reasoning under Multiple Possible ScenariosCode0
Dynamic Causal Collaborative FilteringCode0
Efficient Classification with Counterfactual Reasoning and Active LearningCode0
Use-Case-Grounded Simulations for Explanation Evaluation—0
Watch Out for the Safety-Threatening Actors: Proactively Mitigating Safety Hazards—0
Clinical outcome prediction under hypothetical interventions -- a representation learning framework for counterfactual reasoning—0
Counterfactual harm—0
Reasoning about Counterfactuals to Improve Human Inverse Reinforcement LearningCode0
Filtered-CoPhy: Unsupervised Learning of Counterfactual Physics in Pixel Space—0
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