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Julia Fukuyama

3 papers hereh-index 18 citations4 works total

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

author position
  • last author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • stat.AP2
  • cs.LG1
same name
  • Julia Fukuyama — 4 papers, h 14

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

most citedCalibrating dimension reduction hyperparameters in the presence of noise

6 citations · 6 across the 3 of their papers we have counts for

collaborators
Showing stat.APShow all

2 papers · 1 filter

stat.AP2025

DRtool: An Interactive Tool for Analyzing High-Dimensional Clusterings

Justin Lin, Julia Fukuyama

When faced with new data, we often conduct a cluster analysis to obtain a better understanding of the data's structure and the archetypical samples present in the data. This proces…

stat.AP2023★ 6 cited

Calibrating dimension reduction hyperparameters in the presence of noise

Justin Lin, Julia Fukuyama

The goal of dimension reduction tools is to construct a low-dimensional representation of high-dimensional data. These tools are employed for a variety of reasons such as noise red…

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