Следене
Sören Reinhold Künzel
Sören Reinhold Künzel
PhD Student at UC Berkeley
Потвърден имейл адрес: berkeley.edu
Заглавие
Позовавания
Позовавания
Година
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
4032019
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
192018
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
112016
Causaltoolbox—estimator stability for heterogeneous treatment effects
SR Künzel, SJS Walter, JS Sekhon
Observational Studies 5 (2), 105-117, 2019
102019
Heterogeneous Treatment Effect Estimation Using Machine Learning
SR Kuenzel
University of California, Berkeley, 2019
62019
Estimating heterogeneous treatment effects using neural networks with the Y-Learner
BC Stadie, SR Künzel, N Vemuri, JS Sekhon
32018
Linear aggregation in tree-based estimators
SR Künzel, TF Saarinen, EW Liu, JS Sekhon
Journal of Computational and Graphical Statistics, 1-18, 2022
22022
Remarks on Kneip's linear smoothers
SR Künzel, D Pollard, D Yang
arXiv preprint arXiv:1405.1744, 2014
12014
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