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Counterfactual Inference

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TitleStatusHype
Causal Expectation-MaximisationCode0
Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender SystemCode0
SemEval-2020 Task 5: Counterfactual RecognitionCode0
Shopping in the Multiverse: A Counterfactual Approach to In-Session Attribution—0
Integrating Markov processes with structural causal modeling enables counterfactual inference in complex systemsCode0
MultiVerse: Causal Reasoning using Importance Sampling in Probabilistic ProgrammingCode0
Counterfactual diagnosisCode0
Counterfactual Reasoning for Fair Clinical Risk Prediction—0
Counterfactual Inference for Consumer Choice Across Many Product CategoriesCode0
Beauty Learning and Counterfactual Inference—0
Counterfactual Inference in Duration Models with Random Censoring—0
Cost-Effective Incentive Allocation via Structured Counterfactual Inference—0
Perfect Match: A Simple Method for Learning Representations For Counterfactual Inference With Neural NetworksCode0
Robust Counterfactual Inferences using Feature Learning and their Applications—0
Counterfactual Mean EmbeddingsCode0
A General Framework for Counterfactual Learning-to-Rank—0
RNN-based counterfactual prediction, with an application to homestead policy and public schoolingCode0
When Worlds Collide: Integrating Different Counterfactual Assumptions in Fairness—0
Comparative Benchmarking of Causal Discovery Techniques—0
Constructing Effective Personalized Policies Using Counterfactual Inference from Biased Data Sets with Many Features—0
Function Driven Diffusion for Personalized Counterfactual Inference—0
Unbiased Learning-to-Rank with Biased Feedback—0
Learning Representations for Counterfactual InferenceCode0
Deep Kalman FiltersCode0
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