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researcher

K. Diaz-Ordaz

12 papers hereh-index 255.8k citations90 works total

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

author position
  • first author2
  • middle author7
  • last author3

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • stat.ME9
  • cs.LG1
  • math.ST1
  • stat.ML1
same name
  • K. Diaz-Ordaz — 2 papers, h 4

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
20142023
most citedDemystifying statistical learning based on efficient influence functions

92 citations · 108 across the 12 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2023

PWSHAP: A Path-Wise Explanation Model for Targeted Variables

Lucile Ter-Minassian, Oscar Clivio, Karla Diaz-Ordaz +2

Predictive black-box models can exhibit high accuracy but their opaque nature hinders their uptake in safety-critical deployment environments. Explanation methods (XAI) can provide…

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