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Counterfactual Inference

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Showing 51–75 of 124 papers

TitleStatusHype
Counterfactual Inference for Consumer Choice Across Many Product CategoriesCode0
Integrating Markov processes with structural causal modeling enables counterfactual inference in complex systemsCode0
Learning Representations for Counterfactual InferenceCode0
Learning to Bound Counterfactual Inference from Observational, Biased and Randomised DataCode0
CausalSR: Structural Causal Model-Driven Super-Resolution with Counterfactual InferenceCode0
Counterfactual inference for sequential experimentsCode0
Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender SystemCode0
Counterfactual Inference of Second OpinionsCode0
Adaptively-weighted Nearest Neighbors for Matrix CompletionCode0
MultiVerse: Causal Reasoning using Importance Sampling in Probabilistic ProgrammingCode0
Counterfactual Influence in Markov Decision ProcessesCode0
Offline Imitation Learning with Variational Counterfactual ReasoningCode0
Counterfactual Learning with Multioutput Deep KernelsCode0
Partial Counterfactual Identification of Continuous Outcomes with a Curvature Sensitivity ModelCode0
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
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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