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Showing 1426–1450 of 2765 papers

TitleStatusHype
Towards Meaningful Anomaly Detection: The Effect of Counterfactual Explanations on the Investigation of Anomalies in Multivariate Time Series—0
Studying Therapy Effects and Disease Outcomes in Silico using Artificial Counterfactual Tissue Samples—0
In Search of Insights, Not Magic Bullets: Towards Demystification of the Model Selection Dilemma in Heterogeneous Treatment Effect EstimationCode0
Improved Policy Evaluation for Randomized Trials of Algorithmic Resource Allocation—0
Learning Interpretable Low-dimensional Representation via Physical SymmetryCode0
Counterfactual Identifiability of Bijective Causal ModelsCode0
Modeling Causal Mechanisms with Diffusion Models for Interventional and Counterfactual QueriesCode1
A Counterfactual Collaborative Session-based Recommender SystemCode1
Learning Data Representations with Joint Diffusion ModelsCode1
Improving Open-Domain Dialogue Evaluation with a Causal Inference Model—0
Falsification of Internal and External Validity in Observational Studies via Conditional Moment Restrictions—0
Team Resilience under Shock: An Empirical Analysis of GitHub Repositories during Early COVID-19 Pandemic—0
Even if Explanations: Prior Work, Desiderata & Benchmarks for Semi-Factual XAICode0
ExplainableFold: Understanding AlphaFold Prediction with Explainable AICode1
Epsilon-Identifiability of Causal Quantities—0
Finding Regions of Counterfactual Explanations via Robust OptimizationCode1
Automatic Debiased Estimation with Machine Learning-Generated Regressors—0
Individualized prescriptive inference in ischaemic stroke—0
Counterfactual Editing for Search Result Explanation—0
Transferable Fairness for Cold-Start Recommendation—0
Off-Policy Evaluation for Action-Dependent Non-Stationary EnvironmentsCode0
Explainable Data-Driven Optimization: From Context to Decision and Back AgainCode1
Counterfactual (Non-)identifiability of Learned Structural Causal Models—0
Counterfactual Explanation and Instance-Generation using Cycle-Consistent Generative Adversarial NetworksCode0
Bayesian Hierarchical Models for Counterfactual Estimation—0
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