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David Martens

11 papers hereh-index 406.6k citations129 works total

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

author position
  • middle author6
  • last author5

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.AI3
  • cs.CY1
  • cs.HC1
  • cs.SD1
  • stat.ML1
same name
  • David Martens — 9 papers, h 4
  • David Martens — 7 papers, h 3
  • David Martens — 4 papers, h 5
  • David Martens — 1 paper, h 1
  • David Martens — 1 paper, 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
20162023
most citedCounterfactual Explanation Algorithms for Behavioral and Textual Data

75 citations · 252 across the 11 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

cs.AI2019★ 75 cited

Counterfactual Explanation Algorithms for Behavioral and Textual Data

Yanou Ramon, David Martens, Foster Provost +1

We study the interpretability of predictive systems that use high-dimensonal behavioral and textual data. Examples include predicting product interest based on online browsing data…

cs.SD2019★ 69 cited

Dance Hit Song Prediction

Dorien herremans, David Martens, Kenneth Sörensen

Record companies invest billions of dollars in new talent around the globe each year. Gaining insight into what actually makes a hit song would provide tremendous benefits for the…

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