propensity score

Causal Isotonic Calibration for Heterogeneous Treatment Effects ICML 2023 Covariate balancing using the integral probability metric for causal inference ICML 2023 Evaluating Digital Agriculture Recommendations with Causal Inference AAAI 2023 Multiple Robust Learning for Recommendation AAAI 2023 Propensity Matters: Measuring and Enhancing Balancing for Recommendation ICML 2023 PUe: Biased Positive-Unlabeled Learning Enhancement by Causal Inference NeurIPS 2023 Reliable Off-Policy Learning for Dosage Combinations NeurIPS 2023 Removing Hidden Confounding in Recommendation: A Unified Multi-Task Learning Approach NeurIPS 2023 StableDR: Stabilized Doubly Robust Learning for Recommendation on Data Missing Not at Random ICLR 2023 TDR-CL: Targeted Doubly Robust Collaborative Learning for Debiased Recommendations ICLR 2023 Estimating Causal Effects under Network Interference with Bayesian Generalized Propensity Scores JMLR 2022 Estimation and inference on high-dimensional individualized treatment rule in observational data using split-and-pooled de-correlated score JMLR 2022 Imbalance-Aware Uplift Modeling for Observational Data AAAI 2022 Neural score matching for high-dimensional causal inference AISTATS 2022 Predictive State Propensity Subclassification (PSPS): A causal inference algorithm for data-driven propensity score stratification CLeaR 2022 Recovering the Propensity Score from Biased Positive Unlabeled Data AAAI 2022 ROCK: Causal Inference Principles for Reasoning about Commonsense Causality ICML 2022 Unifying Knowledge Base Completion with PU Learning to Mitigate the Observation Bias AAAI 2022 Validating Causal Inference Methods ICML 2022 Causal Inference for Event Pairs in Multivariate Point Processes NeurIPS 2021 Counterfactual Representation Learning with Balancing Weights AISTATS 2021 Identifying Causal Influences on Publication Trends and Behavior: A Case Study of the Computational Linguistics Community EMNLP 2021 It’s quality and quantity: the effect of the amount of comments on online suicidal posts EMNLP 2021 Permutation Weighting ICML 2021 Estimating Causal Effects Using Weighting-Based Estimators AAAI 2020