The Fundamental Limits of Structure-Agnostic Functional Estimation

6 May 2023

Papers citing "The Fundamental Limits of Structure-Agnostic Functional Estimation"

9 / 9 papers shown

Title
Orthogonal Representation Learning for Estimating Causal Quantities Valentyn Melnychuk Dennis Frauen J. Schweisthal Stefan Feuerriegel CML OOD BDL 61 2 0 06 Feb 2025
Automated Efficient Estimation using Monte Carlo Efficient Influence Functions Raj Agrawal Sam Witty Andy Zane Eli Bingham 32 2 0 29 Feb 2024
Structure-agnostic Optimality of Doubly Robust Learning for Treatment Effect Estimation Jikai Jin Vasilis Syrgkanis CML 67 1 0 22 Feb 2024
Covariance alignment: from maximum likelihood estimation to Gromov-Wasserstein Yanjun Han Philippe Rigollet George Stepaniants OT 34 1 0 22 Nov 2023
Distribution-uniform anytime-valid sequential inference Ian Waudby-Smith Edward H. Kennedy Aaditya Ramdas 24 0 0 06 Nov 2023
Optimally weighted average derivative effects Oliver Hines Karla Diaz-Ordaz S. Vansteelandt CML 31 2 0 10 Aug 2023
Efficient and Multiply Robust Risk Estimation under General Forms of Dataset Shift Hongxiang Qiu E. T. Tchetgen Yan Sun OOD 17 7 0 28 Jun 2023
Assumption-lean falsification tests of rate double-robustness of double-machine-learning estimators Lin Liu Rajarshi Mukherjee J. M. Robins 26 1 0 18 Jun 2023
A simple adaptive estimator of the integrated square of a density Evarist Giné Richard Nickl 74 63 0 06 Mar 2008