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researcher

Ting-Shan Liu

2 papers hereh-index 217 citations5 works total

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

author position
  • first author1
  • middle author1

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

fields
  • cs.LG1
  • cs.NE1

identity via Semantic Scholar / OpenAlex

most citedAutoGMM: Automatic Gaussian Mixture Modeling in Python

4 citations · 4 across the 2 of their papers we have counts for

collaborators

2 papers

cs.NE2025

Biological Processing Units: Leveraging an Insect Connectome to Pioneer Biofidelic Neural Architectures

Siyu Yu, Zihan Qin, Tingshan Liu +4

The complete connectome of the Drosophila larva brain offers a unique opportunity to investigate whether biologically evolved circuits can support artificial intelligence. We conve…

cs.LG2019★ 4 cited

AutoGMM: Automatic Gaussian Mixture Modeling in Python

Tingshan Liu, Thomas L. Athey, Benjamin D. Pedigo +1

The exponential growth of complex data demands fully automatic clustering. Gaussian mixture models (GMMs) provide uncertainty-aware grouping but often require expertise to specify…

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