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S. Murphy

21 papers hereh-index 5820k citations259 works total

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

author position
  • middle author6
  • last author15

Across the 21 of 21 papers where every author was matched, so the position is known.

fields
  • cs.LG10
  • stat.ME4
  • cs.HC2
  • cs.AI1
  • math.ST1
  • stat.AP1
same name
  • S. Murphy — 75 papers, h 41
  • S. Murphy — 24 papers, h 40
  • S. Murphy — 7 papers, h 13
  • S. Murphy — 6 papers
  • S. Murphy — 4 papers, h 20
  • S. Murphy — 2 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20112022
most citedPerformance guarantees for individualized treatment rules

455 citations · 509 across the 13 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2020

Streamlined Empirical Bayes Fitting of Linear Mixed Models in Mobile Health

Marianne Menictas, Sabina Tomkins, Susan A Murphy

To effect behavior change a successful algorithm must make high-quality decisions in real-time. For example, a mobile health (mHealth) application designed to increase physical act…

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