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Counterfactual Inference

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Showing 51–75 of 124 papers

TitleStatusHype
Learning to Bound Counterfactual Inference from Observational, Biased and Randomised DataCode0
Achieving Counterfactual Fairness with Imperfect Structural Causal ModelCode0
Counterfactual Inference of Second OpinionsCode0
Causal Inference for Knowledge Graph based RecommendationCode0
Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender SystemCode0
Causal Inference Through the Structural Causal Marginal ProblemCode0
Counterfactual Influence in Markov Decision ProcessesCode0
MultiVerse: Causal Reasoning using Importance Sampling in Probabilistic ProgrammingCode0
Counterfactual Learning with Multioutput Deep KernelsCode0
Counterfactual Mean EmbeddingsCode0
Controllable Sequence Editing for Biological and Clinical TrajectoriesCode0
VLUCI: Variational Learning of Unobserved Confounders for Counterfactual Inference—0
Beauty Learning and Counterfactual Inference—0
When Worlds Collide: Integrating Different Counterfactual Assumptions in Fairness—0
A Constructive GAN-based Approach to Exact Estimate Treatment Effect without Matching—0
A Counterfactual Analysis of the Dishonest Casino—0
Adaptive Experimental Design and Counterfactual Inference—0
Adaptively-weighted Nearest Neighbors for Matrix Completion—0
Advancing Counterfactual Inference through Nonlinear Quantile Regression—0
Adversarial De-confounding in Individualised Treatment Effects Estimation—0
A General Neural Causal Model for Interactive Recommendation—0
Answering Causal Queries at Layer 3 with DiscoSCMs-Embracing Heterogeneity—0
Best of Three Worlds: Adaptive Experimentation for Digital Marketing in Practice—0
Beyond Whole Dialogue Modeling: Contextual Disentanglement for Conversational Recommendation—0
Blood Glucose Control Via Pre-trained Counterfactual Invertible Neural Networks—0
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