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researcher

K. Heller

30 papers hereh-index 386.2k citations94 works total

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

author position
  • middle author13
  • last author16

Across the 29 of 30 papers where every author was matched, so the position is known.

fields
  • cs.LG10
  • stat.ML9
  • stat.AP4
  • cs.SI3
  • cs.CV2
  • stat.ME2
same name
  • K. Heller — 27 papers, h 11
  • K. Heller — 21 papers, h 29
  • K. Heller — 3 papers, h 4
  • K. Heller — 3 papers, h 4
  • K. Heller — 2 papers
  • K. Heller — 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
20092023
most citedUnderspecification Presents Challenges for Credibility in Modern Machine Learning

430 citations · 995 across the 30 of their papers we have counts for

collaborators
Showing 2012 · cs.SIShow all

1 paper · 2 filters

cs.SI2012★ 20 cited

Graph-Coupled HMMs for Modeling the Spread of Infection

Wen Dong, Alex Pentland, Katherine A. Heller

We develop Graph-Coupled Hidden Markov Models (GCHMMs) for modeling the spread of infectious disease locally within a social network. Unlike most previous research in epidemiology,…

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