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researcher

S. Tan

13 papers hereh-index 12813 citations23 works total

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

author position
  • first author4
  • middle author9

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

fields
  • cs.LG7
  • stat.ML4
  • cs.AI1
  • stat.AP1
same name
  • S. Tan — 32 papers, h 17
  • S. Tan — 30 papers, h 0
  • S. Tan — 16 papers, h 16
  • S. Tan — 12 papers, h 22
  • S. Tan — 10 papers, h 16
  • S. Tan — 10 papers, h 10

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
20172026
most citedDistill-and-Compare: Auditing Black-Box Models Using Transparent Model Distillation

124 citations · 198 across the 13 of their papers we have counts for

collaborators
Showing 2020Show all

1 paper · 1 filter

cs.LG2020★ 1 cited

How Interpretable and Trustworthy are GAMs?

Chun-Hao Chang, Sarah Tan, Ben Lengerich +2

Generalized additive models (GAMs) have become a leading modelclass for interpretable machine learning. However, there are many algorithms for training GAMs, and these can learn di…

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