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researcher

Samuel C. Hoffman

17 papers hereh-index 172.9k citations37 works total

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

author position
  • first author3
  • middle author14

Across the 17 of 17 papers where every author was matched, so the position is known.

fields
  • cs.LG11
  • cs.AI2
  • physics.chem-ph1
  • q-bio.BM1
  • q-bio.QM1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20182025
most citedOne Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques

270 citations · 714 across the 16 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

cs.LG2023★ 1 cited

Function Composition in Trustworthy Machine Learning: Implementation Choices, Insights, and Questions

Manish Nagireddy, Moninder Singh, Samuel C. Hoffman +3

Ensuring trustworthiness in machine learning (ML) models is a multi-dimensional task. In addition to the traditional notion of predictive performance, other notions such as privacy…

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