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Ronald Richman

4 papers hereh-index 13716 citations35 works total

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

author position
  • first author1
  • middle author2
  • last author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • q-fin.RM1
  • stat.AP1
  • stat.ML1
same name
  • Ronald Richman — 10 papers, h 3
  • Ronald Richman — 3 papers

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

most citedInterpreting Deep Learning Models with Marginal Attribution by Conditioning on Quantiles

1 citations · 1 across the 2 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2021★ 1 cited

Interpreting Deep Learning Models with Marginal Attribution by Conditioning on Quantiles

M. Merz, R. Richman, T. Tsanakas +1

A vastly growing literature on explaining deep learning models has emerged. This paper contributes to that literature by introducing a global gradient-based model-agnostic method,…

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