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researcher

N. Winter

15 papers hereh-index 242k citations98 works total

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

author position
  • first author1
  • middle author12

Across the 13 of 15 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • q-bio.NC4
  • eess.IV3
  • eess.SY2
  • cs.SE1
  • q-bio.QM1
same name
  • N. Winter — 3 papers, 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
20192026
most citedSystematic Misestimation of Machine Learning Performance in Neuroimaging Studies of Depression

118 citations · 186 across the 14 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

cs.SE2020

The PHOTON Wizard -- Towards Educational Machine Learning Code Generators

Ramona Leenings, Nils Ralf Winter, Kelvin Sarink +4

Despite the tremendous efforts to democratize machine learning, especially in applied-science, the application is still often hampered by the lack of coding skills. As we consider…

cs.LG2020★ 35 cited

PHOTONAI -- A Python API for Rapid Machine Learning Model Development

Ramona Leenings, Nils Ralf Winter, Lucas Plagwitz +12

PHOTONAI is a high-level Python API designed to simplify and accelerate machine learning model development. It functions as a unifying framework allowing the user to easily access…

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