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Brett Mullins

7 papers hereh-index 3168 citations13 works total

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

author position
  • sole author2
  • first author1
  • middle author4

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.DB2

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedAIM: An Adaptive and Iterative Mechanism for Differentially Private Synthetic Data

8 citations · 10 across the 7 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

cs.LG2023★ 1 cited

The Shape of Explanations: A Topological Account of Rule-Based Explanations in Machine Learning

Brett Mullins

Rule-based explanations provide simple reasons explaining the behavior of machine learning classifiers at given points in the feature space. Several recent methods (Anchors, LORE,…

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