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Kristina Lerman

45 papers hereh-index 171k citations69 works total

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

author position
  • first author1
  • middle author10
  • last author33

Across the 44 of 45 papers where every author was matched, so the position is known.

fields
  • cs.CL19
  • cs.SI17
  • cs.HC3
  • cs.LG2
  • cs.AI1
  • cs.CY1
same name
  • Kristina Lerman — 129 papers, h 61
  • Kristina Lerman — 10 papers, h 4
  • Kristina Lerman — 9 papers, h 3
  • Kristina Lerman — 8 papers, h 3
  • Kristina Lerman — 6 papers, h 4
  • Kristina Lerman — 5 papers, 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
20212026
most citedLeveraging Machine Learning to Identify Gendered Stereotypes and Body Image Concerns on Diet and Fitness Online Forums

4 citations · 51 across the 43 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2023★ 3 cited

Data-Driven Estimation of Heterogeneous Treatment Effects

Christopher Tran, Keith Burghardt, Kristina Lerman +1

Estimating how a treatment affects different individuals, known as heterogeneous treatment effect estimation, is an important problem in empirical sciences. In the last few years,…

cs.LG2022

Zero-shot meta-learning for small-scale data from human subjects

Julie Jiang, Kristina Lerman, Emilio Ferrara

While developments in machine learning led to impressive performance gains on big data, many human subjects data are, in actuality, small and sparsely labeled. Existing methods app…

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