conftrace_

double machine learning

16 papers

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Also known as

DML

Co-occurring keywords

causal inference (1630) nuisance parameter (6) treatment effect (134) influence function (143) large language model (13587) confounding adjustment (12) treatment effect estimation (72) causal effect estimation (69) log odds ratio (1) high dimensional confounder (1)

Papers

Does Topic Sentiment Cause Perceived Ideology? Comparing Human and LLM Annotations in Political News Articles ACL 2026
The Causal Impact of Credit Lines on Spending Distributions AAAI 2024
On Doubly Robust Inference for Double Machine Learning in Semiparametric Regression JMLR 2024
DoubleLingo: Causal Estimation with Large Language Models NAACL 2024
Hyperparameter Tuning for Causal Inference with Double Machine Learning: A Simulation Study CLEAR 2024
Automated Efficient Estimation using Monte Carlo Efficient Influence Functions NIPS 2024
Mitigating Adversarial Vulnerability through Causal Parameter Estimation by Adversarial Double Machine Learning ICCV 2023
Average Adjusted Association: Efficient Estimation with High Dimensional Confounders AISTATS 2023
Coordinated Double Machine Learning ICML 2022
DoubleML - An Object-Oriented Implementation of Double Machine Learning in Python JMLR 2022
Orthogonal Statistical Learning with Self-Concordant Loss COLT 2022
Double/Debiased Machine Learning for Dynamic Treatment Effects NIPS 2021
Estimating Identifiable Causal Effects on Markov Equivalence Class through Double Machine Learning ICML 2021
Estimating Identifiable Causal Effects through Double Machine Learning AAAI 2021
Double Machine Learning Density Estimation for Local Treatment Effects with Instruments NIPS 2021
Orthogonal Machine Learning: Power and Limitations ICML 2018