Search Results for author: Incheoul Chung

Found 2 papers, 2 papers with code

One-Step Estimation of Differentiable Hilbert-Valued Parameters

1 code implementation29 Mar 2023 Alex Luedtke, Incheoul Chung

When the parameter space is a reproducing kernel Hilbert space, we provide a means to obtain efficient, root-n rate estimators and corresponding confidence sets.

Causal Inference counterfactual

Adversarial Monte Carlo Meta-Learning of Optimal Prediction Procedures

1 code implementation26 Feb 2020 Alex Luedtke, Incheoul Chung, Oleg Sofrygin

The Predictor's objective is to learn a function that maps from a new feature to an estimate of the associated outcome.

Meta-Learning

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