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researcher

Maria Nareklishvili

6 papers hereh-index 425 citations11 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author5
  • middle author1

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • stat.ME3
  • econ.EM2
  • astro-ph.SR1

identity via Semantic Scholar / OpenAlex

activity
20222026
collaborators
Showing 2022 · stat.MEShow all

1 paper · 2 filters

stat.ME2022

Deep Partial Least Squares for Instrumental Variable Regression

Maria Nareklishvili, Nicholas Polson, Vadim Sokolov

In this paper, we propose deep partial least squares for the estimation of high-dimensional nonlinear instrumental variable regression. As a precursor to a flexible deep neural net…

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