Causal isotonic calibration for heterogeneous treatment effects

27 February 2023

Papers citing "Causal isotonic calibration for heterogeneous treatment effects"

8 / 8 papers shown

Title
Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction L. Laan Ahmed Alaa 131 1 0 08 Feb 2025
Orthogonal Representation Learning for Estimating Causal Quantities Valentyn Melnychuk Dennis Frauen J. Schweisthal Stefan Feuerriegel CML OOD BDL 61 2 0 06 Feb 2025
Automatic Double Reinforcement Learning in Semiparametric Markov Decision Processes with Applications to Long-Term Causal Inference Lars van der Laan David Hubbard Allen Tran Nathan Kallus Aurélien F. Bibaut OffRL 39 0 0 12 Jan 2025
Stabilized Inverse Probability Weighting via Isotonic Calibration L. Laan Ziming Lin M. Carone Alex Luedtke 33 2 0 10 Nov 2024
Estimating Distributional Treatment Effects in Randomized Experiments: Machine Learning for Variance Reduction Undral Byambadalai Tatsushi Oka Shota Yasui CML 34 0 0 22 Jul 2024
Robust CATE Estimation Using Novel Ensemble Methods Oshri Machluf Tzviel Frostig Gal Shoham T. Milo Elad Berkman Raviv Pryluk CML 34 0 0 04 Jul 2024
Orthogonal Causal Calibration Justin Whitehouse Christopher Jung Vasilis Syrgkanis Bryan Wilder Zhiwei Steven Wu CML 114 1 0 04 Jun 2024
Calibrated and Conformal Propensity Scores for Causal Effect Estimation Shachi Deshpande Volodymyr Kuleshov CML 14 1 0 01 Jun 2023