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Sören Reinhold Künzel
Sören Reinhold Künzel
Verified email at berkeley.edu
Title
Cited by
Cited by
Year
Metalearners for estimating heterogeneous treatment effects using machine learning
SR Künzel, JS Sekhon, PJ Bickel, B Yu
Proceedings of the national academy of sciences 116 (10), 4156-4165, 2019
10692019
Transfer learning for estimating causal effects using neural networks
SR Künzel, BC Stadie, N Vemuri, V Ramakrishnan, JS Sekhon, P Abbeel
arXiv preprint arXiv:1808.07804, 2018
342018
Causaltoolbox—estimator stability for heterogeneous treatment effects
SR Künzel, SJS Walter, JS Sekhon
Observational Studies 5 (2), 105-117, 2019
172019
A comprehensive statistical description of radio-through-γ-ray spectral energy distributions of all known blazars
P Mao, CM Urry, F Massaro, A Paggi, J Cauteruccio, SR Künzel
The Astrophysical Journal Supplement Series 224 (2), 26, 2016
122016
Linear aggregation in tree-based estimators
SR Künzel, TF Saarinen, EW Liu, JS Sekhon
Journal of Computational and Graphical Statistics 31 (3), 917-934, 2022
72022
Heterogeneous Treatment Effect Estimation Using Machine Learning
SR Kuenzel
University of California, Berkeley, 2019
62019
Bin yu. metalearners for estimating 439 heterogeneous treatment effects using machine learning
SR Künzel, JS Sekhon, PJ Bickel
Proceedings of the National Academy 395, 0
4
Estimating heterogeneous treatment effects using neural networks with the Y-Learner
BC Stadie, SR Künzel, N Vemuri, JS Sekhon
32018
Remarks on Kneip's linear smoothers
SR Künzel, D Pollard, D Yang
arXiv preprint arXiv:1405.1744, 2014
12014
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