Partial Counterfactual Identification of Continuous Outcomes with a Curvature Sensitivity Model

2 June 2023

Papers citing "Partial Counterfactual Identification of Continuous Outcomes with a Curvature Sensitivity Model"

13 / 13 papers shown

Title
Testing for Causal Fairness Jiarun Fu LiZhong Ding Pengqi Li Qiuning Wei Yurong Cheng Xu Chen 51 0 0 18 Feb 2025
Quantifying Aleatoric Uncertainty of the Treatment Effect: A Novel Orthogonal Learner Valentyn Melnychuk Stefan Feuerriegel M. Schaar CML 56 2 0 05 Nov 2024
Targeted Sequential Indirect Experiment Design Elisabeth Ailer Niclas Dern Jason S. Hartford Niki Kilbertus 46 1 0 30 May 2024
Consistency of Neural Causal Partial Identification Jiyuan Tan Jose Blanchet Vasilis Syrgkanis CML 32 0 0 24 May 2024
A Neural Framework for Generalized Causal Sensitivity Analysis Dennis Frauen F. Imrie Alicia Curth Valentyn Melnychuk Stefan Feuerriegel M. Schaar CML 31 10 0 27 Nov 2023
Counterfactual Fairness for Predictions using Generative Adversarial Networks Yuchen Ma Dennis Frauen Valentyn Melnychuk Stefan Feuerriegel 34 2 0 26 Oct 2023
Improvement-Focused Causal Recourse (ICR) Gunnar Konig Timo Freiesleben Moritz Grosse-Wentrup CML 34 15 0 27 Oct 2022
Deep Counterfactual Estimation with Categorical Background Variables E. Brouwer CML 26 7 0 11 Oct 2022
Predicting Cellular Responses with Variational Causal Inference and Refined Relational Information Yulun Wu Robert A. Barton Zichen Wang V. Ioannidis Carlo De Donno Layne Price L. Voloch George Karypis BDL CML 39 10 0 30 Sep 2022
Variational Causal Inference Yulun Wu Layne Price Zichen Wang V. Ioannidis Robert A. Barton George Karypis BDL CML 53 4 0 13 Sep 2022
Causal Inference Through the Structural Causal Marginal Problem Luigi Gresele Julius von Kügelgen Jonas M. Kubler Elke Kirschbaum Bernhard Schölkopf Dominik Janzing 27 19 0 02 Feb 2022
Relating Graph Neural Networks to Structural Causal Models Matej Zečević Devendra Singh Dhami Petar Velickovic Kristian Kersting AI4CE CML 63 53 0 09 Sep 2021
Estimating Average Treatment Effects via Orthogonal Regularization Tobias Hatt Stefan Feuerriegel CML 156 35 0 21 Jan 2021