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researcher

M. Kosorok

47 papers hereh-index 457.7k citations229 works total

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

author position
  • sole author2
  • first author3
  • middle author9
  • last author31

Across the 45 of 47 papers where every author was matched, so the position is known.

fields
  • stat.ME17
  • math.ST16
  • stat.ML9
  • q-bio.GN2
  • stat.AP2
  • cs.CL1
same name
  • M. Kosorok — 13 papers, h 7
  • M. Kosorok — 4 papers, h 23
  • M. Kosorok — 1 paper, h 2

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
20042026
most citedQ-learning with censored data

119 citations · 603 across the 42 of their papers we have counts for

collaborators
Showing 2020 · stat.MLShow all

2 papers · 2 filters

stat.ML2020★ 25 cited

Missing Data Imputation for Classification Problems

Arkopal Choudhury, Michael R. Kosorok

Imputation of missing data is a common application in various classification problems where the feature training matrix has missingness. A widely used solution to this imputation p…

stat.ML2020★ 1 cited

Technical Background for "A Precision Medicine Approach to Develop and Internally Validate Optimal Exercise and Weight Loss Treatments for Overweight and Obese Adults with Knee Osteoarthritis"

Xiaotong Jiang, Amanda E. Nelson, Rebecca J. Cleveland +8

We provide additional statistical background for the methodology developed in the clinical analysis of knee osteoarthritis in "A Precision Medicine Approach to Develop and Internal…

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