conftrace_

propensity score

47 papers

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Co-occurring keywords

causal inference (1630) observational datum (109) treatment effect (134) doubly robust (32) treatment effect estimation (72) average treatment effect (38) covariate shift (157) neural network (6616) observational study (38) bayesian inference (1907)

Papers

Imbalance-Aware Uplift Modeling for Observational Data AAAI 2022
Estimation and inference on high-dimensional individualized treatment rule in observational data using split-and-pooled de-correlated score JMLR 2022
Unifying Knowledge Base Completion with PU Learning to Mitigate the Observation Bias AAAI 2022
Validating Causal Inference Methods ICML 2022
Recovering the Propensity Score from Biased Positive Unlabeled Data AAAI 2022
Permutation Weighting ICML 2021
It’s quality and quantity: the effect of the amount of comments on online suicidal posts EMNLP 2021
Identifying Causal Influences on Publication Trends and Behavior: A Case Study of the Computational Linguistics Community EMNLP 2021
Counterfactual Representation Learning with Balancing Weights AISTATS 2021
Causal Inference for Event Pairs in Multivariate Point Processes NIPS 2021
Robust causal inference under covariate shift via worst-case subpopulation treatment effects COLT 2020
Gradient Regularized V-Learning for Dynamic Treatment Regimes NIPS 2020
Estimating Causal Effects Using Weighting-Based Estimators AAAI 2020
Identifying Causal-Effect Inference Failure with Uncertainty-Aware Models NIPS 2020
Doubly Robust Joint Learning for Recommendation on Data Missing Not at Random ICML 2019
Bayesian Counterfactual Risk Minimization ICML 2019
Debiased Bayesian inference for average treatment effects NIPS 2019
Adapting Neural Networks for the Estimation of Treatment Effects NIPS 2019
A Framework for Optimal Matching for Causal Inference AISTATS 2017
Facilitating Score and Causal Inference Trees for Large Observational Studies JMLR 2012
Linear-Time Estimators for Propensity Scores AISTATS 2011
Sufficient covariates and linear propensity analysis AISTATS 2010