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researcher

Isaac Robinson

2 papers here

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

author position
  • sole author1
  • first author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG2

identity via Semantic Scholar / OpenAlex

most citedTree-SNE: Hierarchical Clustering and Visualization Using t-SNE

5 citations · 8 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2020★ 3 cited

Interpretable Visualizations with Differentiating Embedding Networks

Isaac Robinson

We present a visualization algorithm based on a novel unsupervised Siamese neural network training regime and loss function, called Differentiating Embedding Networks (DEN). The Si…

cs.LG2020★ 5 cited

Tree-SNE: Hierarchical Clustering and Visualization Using t-SNE

Isaac Robinson, Emma Pierce-Hoffman

t-SNE and hierarchical clustering are popular methods of exploratory data analysis, particularly in biology. Building on recent advances in speeding up t-SNE and obtaining finer-gr…

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