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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 2023Show all

2 papers · 1 filter

cs.LG2023★ 5 cited

Missing Values and Imputation in Healthcare Data: Can Interpretable Machine Learning Help?

Zhi Chen, Sarah Tan, Urszula Chajewska +2

Missing values are a fundamental problem in data science. Many datasets have missing values that must be properly handled because the way missing values are treated can have large…

cs.LG2023

Practical Policy Optimization with Personalized Experimentation

Mia Garrard, Hanson Wang, Ben Letham +9

Many organizations measure treatment effects via an experimentation platform to evaluate the casual effect of product variations prior to full-scale deployment. However, standard e…

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