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Cited By

Conformal Meta-learners for Predictive Inference of Individual Treatment
Effects

Conformal Meta-learners for Predictive Inference of Individual Treatment Effects

Neural Information Processing Systems (NeurIPS), 2023

28 August 2023

Mark van der Laan

ArXiv (abs)PDF HTML Github (32★)

Papers citing "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"

13 / 13 papers shown

Synthetic Counterfactual Labels for Efficient Conformal Counterfactual Inference

Synthetic Counterfactual Labels for Efficient Conformal Counterfactual Inference

Amirmohammad Farzaneh

Osvaldo Simeone

193

0

0

04 Sep 2025

Orthogonal Survival Learners for Estimating Heterogeneous Treatment Effects from Time-to-Event Data

Orthogonal Survival Learners for Estimating Heterogeneous Treatment Effects from Time-to-Event Data

Maresa Schröder

Konstantin Hess

Stefan Feuerriegel

327

6

0

19 May 2025

Quantifying Aleatoric Uncertainty of the Treatment Effect: A Novel Orthogonal Learner

Quantifying Aleatoric Uncertainty of the Treatment Effect: A Novel Orthogonal LearnerNeural Information Processing Systems (NeurIPS), 2024

Valentyn Melnychuk

Stefan Feuerriegel

Mihaela van der Schaar

644

9

0

05 Nov 2024

Causal machine learning for predicting treatment outcomes

Causal machine learning for predicting treatment outcomesNature Network Boston (NNB), 2024

Stefan Feuerriegel

Valentyn Melnychuk

Jonas Schweisthal

Konstantin Hess

Isaac S. Kohane

Mihaela van der Schaar

387

275

0

11 Oct 2024

Conformal Prediction: A Data Perspective

Conformal Prediction: A Data PerspectiveACM Computing Surveys (ACM CSUR), 2024

2.0K

45

0

09 Oct 2024

Conformal Prediction for Dose-Response Models with Continuous Treatments

Conformal Prediction for Dose-Response Models with Continuous Treatments

Jarne Verhaeghe

Sofie Van Hoecke

290

2

0

30 Sep 2024

From Text to Treatment Effects: A Meta-Learning Approach to Handling
Text-Based Confounding

From Text to Treatment Effects: A Meta-Learning Approach to Handling Text-Based Confounding

Thomas Demeester

543

2

0

23 Sep 2024

Conformal Diffusion Models for Individual Treatment Effect Estimation
and Inference

Conformal Diffusion Models for Individual Treatment Effect Estimation and Inference

287

1

0

02 Aug 2024

Conformal Prediction for Causal Effects of Continuous Treatments

Conformal Prediction for Causal Effects of Continuous Treatments

Maresa Schröder

Jonas Schweisthal

Konstantin Heß

Valentyn Melnychuk

Stefan Feuerriegel

635

15

0

03 Jul 2024

Conformal Counterfactual Inference under Hidden Confounding

Conformal Counterfactual Inference under Hidden Confounding

Jean-François Ton

Yang Liu

579

9

0

20 May 2024

Conformal Convolution and Monte Carlo Meta-learners for Predictive Inference of Individual Treatment Effects

Conformal Convolution and Monte Carlo Meta-learners for Predictive Inference of Individual Treatment Effects

Jarne Verhaeghe

Glenn Van Wallendael

Sofie Van Hoecke

816

6

0

07 Feb 2024

Undersmoothing Causal Estimators with Generative Trees

Undersmoothing Causal Estimators with Generative TreesIEEE Access (IEEE Access), 2022

Damian Machlanski

Spyridon Samothrakis

459

1

0

16 Mar 2022

Automated versus do-it-yourself methods for causal inference: Lessons
learned from a data analysis competition

Automated versus do-it-yourself methods for causal inference: Lessons learned from a data analysis competition

919

327

0

09 Jul 2017

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