conftrace_

inverse probability weighting

19 papers

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Also known as

IPWE IPW

Co-occurring keywords

causal inference (1630) propensity score (47) missing datum (111) continuous treatment (7) dynamic treatment regime (12) doubly robust (32) causal effect (107) contextual bandit (381) policy evaluation (115) personalized medicine (27)

Papers

Asymptotic Inference for Multi-Stage Stationary Treatment Policy with Variable Selection JMLR 2025
Distributionally Robust Policy Evaluation and Learning for Continuous Treatment with Observational Data AAAI 2025
Evaluation of Active Feature Acquisition Methods for Time-varying Feature Settings JMLR 2025
An effective framework for estimating individualized treatment rules NIPS 2024
Stage-Aware Learning for Dynamic Treatments JMLR 2024
Causality for Functional Longitudinal Data CLEAR 2024
Scale-invariant Optimal Sampling for Rare-events Data and Sparse Models NIPS 2024
PUe: Biased Positive-Unlabeled Learning Enhancement by Causal Inference NIPS 2023
Causal inference with outcome-dependent missingness and self-censoring UAI 2023
The Brier Score under Administrative Censoring: Problems and a Solution JMLR 2023
High Precision Causal Model Evaluation with Conditional Randomization NIPS 2023
Respecting Transfer Gap in Knowledge Distillation NIPS 2022
Estimation of Local Average Treatment Effect by Data Combination AAAI 2022
Maximum sampled conditional likelihood for informative subsampling JMLR 2022
Nonuniform Negative Sampling and Log Odds Correction with Rare Events Data NIPS 2021
Estimating Causal Effects Using Weighting-Based Estimators AAAI 2020
Imitation-Regularized Offline Learning AISTATS 2019
Policy Evaluation and Optimization with Continuous Treatments AISTATS 2018
Consistent Estimation of Functions of Data Missing Non-Monotonically and Not at Random NIPS 2016