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counterfactual

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Showing 1401–1450 of 2765 papers

TitleStatusHype
Measuring axiomatic soundness of counterfactual image modelsCode1
An Algorithm and Complexity Results for Causal Unit Selection—0
Time-uniform confidence bands for the CDF under nonstationarityCode1
GAM Coach: Towards Interactive and User-centered Algorithmic RecourseCode1
Knowledge Graph Completion with Counterfactual Augmentation—0
GANterfactual-RL: Understanding Reinforcement Learning Agents' Strategies through Visual Counterfactual ExplanationsCode1
Teaching CLIP to Count to TenCode1
Counterfactual Situation Testing: Uncovering Discrimination under Fairness given the DifferenceCode0
Sequential Counterfactual Risk MinimizationCode0
Quantifying Causes of Arctic Amplification via Deep Learning based Time-series Causal Inference—0
Counterfactual Prediction Under Outcome Measurement ErrorCode0
An Empirical Analysis of Optimal Nonlinear Pricing in Business-to-Business Markets—0
Causal Explanations for Sequential Decision-Making in Multi-Agent SystemsCode0
Prompting Large Language Models With the Socratic Method—0
Post Reinforcement Learning InferenceCode0
Counterfactual Fair Opportunity: Measuring Decision Model Fairness with Counterfactual Reasoning—0
Counterfactual Reasoning for Bias Evaluation and Detection in a Fairness under Unawareness settingCode0
Towards Fair Machine Learning Software: Understanding and Addressing Model Bias Through Counterfactual Thinking—0
Dataset Interfaces: Diagnosing Model Failures Using Controllable Counterfactual GenerationCode1
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
Two-step counterfactual generation for OOD examples—0
Debiasing Recommendation by Learning Identifiable Latent ConfoundersCode0
CREDENCE: Counterfactual Explanations for Document Ranking—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
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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