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Nicholas G. Polson

17 papers hereh-index 5282 citations26 works total

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

author position
  • first author8
  • middle author3
  • last author6

Across the 17 of 17 papers where every author was matched, so the position is known.

fields
  • math.ST8
  • stat.ME5
  • stat.ML2
  • cs.IT1
  • stat.AP1
same name
  • Nicholas G. Polson — 66 papers, h 48
  • Nicholas G. Polson — 25 papers, h 5
  • Nicholas G. Polson — 2 papers
  • Nicholas G. Polson — 1 paper, h 4

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
20092026
most citedDeep Learning in Characteristics-Sorted Factor Models

120 citations · 124 across the 17 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

stat.ME2019★ 1 cited

Bayesian Regularization: From Tikhonov to Horseshoe

Nicholas G. Polson, Vadim Sokolov

Bayesian regularization is a central tool in modern-day statistical and machine learning methods. Many applications involve high-dimensional sparse signal recovery problems. The go…

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