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M. Hughes

11 papers hereh-index 192k citations52 works total

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

author position
  • first author2
  • middle author6
  • last author3

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • stat.ML3
  • cs.CV2
  • q-bio.CB1
  • stat.AP1
same name
  • M. Hughes — 23 papers, h 28
  • M. Hughes — 11 papers, h 11
  • M. Hughes — 8 papers, h 11
  • M. Hughes — 7 papers
  • M. Hughes — 5 papers, h 7
  • M. Hughes — 4 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
20172021
most citedBeyond Sparsity: Tree Regularization of Deep Models for Interpretability

104 citations · 129 across the 6 of their papers we have counts for

collaborators
Showing stat.APShow all

1 paper · 1 filter

stat.AP2021

Approximate Bayesian Computation for an Explicit-Duration Hidden Markov Model of COVID-19 Hospital Trajectories

Gian Marco Visani, Alexandra Hope Lee, Cuong Nguyen +4

We address the problem of modeling constrained hospital resources in the midst of the COVID-19 pandemic in order to inform decision-makers of future demand and assess the societal…

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