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TitleStatusHype
Counterfactually Fair Regression with Double Machine Learning—0
Delayed and Indirect Impacts of Link Recommendations—0
Iterative Partial Fulfillment of Counterfactual Explanations: Benefits and Risks—0
Explaining Groups of Instances Counterfactually for XAI: A Use Case, Algorithm and User Study for Group-Counterfactuals—0
Explaining Recommendation System Using Counterfactual Textual Explanations—0
Simfluence: Modeling the Influence of Individual Training Examples by Simulating Training Runs—0
Superhuman Artificial Intelligence Can Improve Human Decision Making by Increasing Novelty—0
Counterfactual Copula and Its Application to the Effects of College Education on Intergenerational Mobility—0
What do surveys say about the historical trend of inequality and the applicability of two table-transformation methods?—0
Explaining Model Confidence Using Counterfactuals—0
Intriguing Property and Counterfactual Explanation of GAN for Remote Sensing Image GenerationCode0
Exploiting Contextual Structure to Generate Useful Auxiliary Tasks—0
RACCER: Towards Reachable and Certain Counterfactual Explanations for Reinforcement LearningCode0
Direct comparison or indirect comparison via a series of counterfactual decompositions?—0
"How to make them stay?" -- Diverse Counterfactual Explanations of Employee Attrition—0
The iterative proportional fitting algorithm and the NM-method: solutions for two different sets of problems—0
DR-VIDAL -- Doubly Robust Variational Information-theoretic Deep Adversarial Learning for Counterfactual Prediction and Treatment Effect Estimation on Real World DataCode0
Just Ask Them Twice: Choice Probabilities and Identification of Ex ante returns and Willingness-To-Pay—0
Very fast, approximate counterfactual explanations for decision forests—0
KDSM: An uplift modeling framework based on knowledge distillation and sample matching—0
Knowledge-Based Counterfactual Queries for Visual Question Answering—0
The Economic Costs of the Russia-Ukraine War: A Synthetic Control Study of (Lost) Entrepreneurship—0
Decision Support System for Chronic Diseases Based on Drug-Drug InteractionsCode0
Achieving Counterfactual Fairness for Anomaly DetectionCode0
Eventual Discounting Temporal Logic Counterfactual Experience Replay—0
Continual Causal Inference with Incremental Observational Data—0
Constructing High Frequency Economic Indicators by Imputation—0
Model-based Constrained MDP for Budget Allocation in Sequential Incentive Marketing—0
Counterfactual Edits for Generative Evaluation—0
An Algorithm and Complexity Results for Causal Unit Selection—0
Knowledge Graph Completion with Counterfactual Augmentation—0
Counterfactual Situation Testing: Uncovering Discrimination under Fairness given the DifferenceCode0
Sequential Counterfactual Risk MinimizationCode0
An Empirical Analysis of Optimal Nonlinear Pricing in Business-to-Business Markets—0
Quantifying Causes of Arctic Amplification via Deep Learning based Time-series Causal Inference—0
Counterfactual Prediction Under Outcome Measurement ErrorCode0
Causal Explanations for Sequential Decision-Making in Multi-Agent SystemsCode0
Prompting Large Language Models With the Socratic Method—0
Post Reinforcement Learning InferenceCode0
Towards Fair Machine Learning Software: Understanding and Addressing Model Bias Through Counterfactual Thinking—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
DCMT: A Direct Entire-Space Causal Multi-Task Framework for Post-Click Conversion Estimation—0
Counter-GAP: Counterfactual Bias Evaluation through Gendered Ambiguous Pronouns—0
Debiasing Recommendation by Learning Identifiable Latent ConfoundersCode0
CREDENCE: Counterfactual Explanations for Document Ranking—0
Two-step counterfactual generation for OOD examples—0
Mind the Gap! Bridging Explainable Artificial Intelligence and Human Understanding with Luhmann's Functional Theory of Communication—0
Towards Meaningful Anomaly Detection: The Effect of Counterfactual Explanations on the Investigation of Anomalies in Multivariate Time Series—0
In Search of Insights, Not Magic Bullets: Towards Demystification of the Model Selection Dilemma in Heterogeneous Treatment Effect EstimationCode0
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