1 code implementation • 1 Mar 2023 • Ivan Diaz, Mario Geiger, Richard Iain McKinley
Convolutional neural networks (CNNs) allow for parameter sharing and translational equivariance by using convolutional kernels in their linear layers.
no code implementations • 21 Jan 2021 • Kara E. Rudolph, Ivan Diaz
There is a growing literature on finding so-called optimal treatment rules, which are rules by which to assign treatment to individuals based on an individual's characteristics, such that a desired outcome is maximized.
Applications Methodology
1 code implementation • 23 May 2017 • Elizabeth L. Ogburn, Oleg Sofrygin, Ivan Diaz, Mark J. Van Der Laan
We describe semiparametric estimation and inference for causal effects using observational data from a single social network.
Methodology Statistics Theory Statistics Theory