Mehdi Rostami | DeepAI

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Olli Saarela
13 publications
Michael Escobar
4 publications

research

∙ 07/20/2023

Multiply Robust Estimator Circumvents Hyperparameter Tuning of Neural Network Models in Causal Inference

Estimation of the Average Treatment Effect (ATE) is often carried out in...

0 Mehdi Rostami, et al. ∙

research

∙ 08/05/2022

Feature Selection for Machine Learning Algorithms that Bounds False Positive Rate

The problem of selecting a handful of truly relevant variables in superv...

0 Mehdi Rostami, et al. ∙

research

∙ 08/03/2021

Normalized Augmented Inverse Probability Weighting with Neural Network Predictions

The estimation of Average Treatment Effect (ATE) as a causal parameter i...

0 Mehdi Rostami, et al. ∙

research

∙ 08/02/2021

The Bias-Variance Tradeoff of Doubly Robust Estimator with Targeted L_1 regularized Neural Networks Predictions

The Doubly Robust (DR) estimation of ATE can be carried out in 2 steps, ...

0 Mehdi Rostami, et al. ∙