Learning from a Biased Sample

5 September 2022

Papers citing "Learning from a Biased Sample"

9 / 9 papers shown

Title
A Directional Rockafellar-Uryasev Regression Alberto Arletti 24 0 0 04 Nov 2024
Domain constraints improve risk prediction when outcome data is missing S. Balachandar Nikhil Garg Emma Pierson CML OOD 13 7 0 06 Dec 2023
A Semiparametric Instrumented Difference-in-Differences Approach to Policy Learning Pan Zhao Yifan Cui CML 26 1 0 14 Oct 2023
On Prediction Feature Assignment in the Heckman Selection Model Huy Mai Xintao Wu 19 1 0 14 Sep 2023
Policy Learning under Biased Sample Selection Lihua Lei Roshni Sahoo Stefan Wager 16 13 0 23 Apr 2023
Diagnosing Model Performance Under Distribution Shift Tiffany Cai Hongseok Namkoong Steve Yadlowsky 32 27 0 03 Mar 2023
Efficient and robust transfer learning of optimal individualized treatment regimes with right-censored survival data Pan Zhao Julie Josse Shu Yang OffRL 21 3 0 13 Jan 2023
The out-of-sample prediction error of the square-root-LASSO and related estimators J. M. Olea Cynthia Rush Amilcar Velez J. Wiesel OOD 27 6 0 14 Nov 2022
Evaluating Robustness to Dataset Shift via Parametric Robustness Sets Nikolaj Thams Michael Oberst David Sontag OOD 35 10 0 31 May 2022