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researcher

J. Huling

24 papers hereh-index 141.4k citations58 works total

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

author position
  • first author6
  • middle author8
  • last author10

Across the 24 of 24 papers where every author was matched, so the position is known.

fields
  • stat.ME19
  • stat.CO2
  • stat.ML2
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedIndependence weights for causal inference with continuous treatments

32 citations · 84 across the 22 of their papers we have counts for

collaborators
Showing 2022 · stat.MEShow all

2 papers · 2 filters

stat.ME2022

Sufficient Dimension Reduction for Populations with Structured Heterogeneity

Jared D. Huling, Menggang Yu

A key challenge in building effective regression models for large and diverse populations is accounting for patient heterogeneity. An example of such heterogeneity is in health sys…

stat.ME2022★ 9 cited

An intersectional framework for counterfactual fairness in risk prediction

Solvejg Wastvedt, Jared Huling, Julian Wolfson

Along with the increasing availability of health data has come the rise of data-driven models to inform decision-making and policy. These models have the potential to benefit both…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.