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Mirtha Lucas

6 papers hereh-index 465 citations11 works total

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

author position
  • first author1
  • last author5

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.CV3
  • cs.LG3

identity via Semantic Scholar / OpenAlex

activity
20212023
most citedPre or Post-Softmax Scores in Gradient-based Attribution Methods, What is Best?

2 citations · 3 across the 6 of their papers we have counts for

collaborators
Showing 2021 · cs.LGShow all

1 paper · 2 filters

cs.LG2021

Symmetry-Preserving Paths in Integrated Gradients

Miguel Lerma, Mirtha Lucas

We provide rigorous proofs that the Integrated Gradients (IG) attribution method for deep networks satisfies completeness and symmetry-preserving properties. We also study the uniq…

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