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David Martens

7 papers hereh-index 316 citations8 works total

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

author position
  • first author1
  • middle author1
  • last author5

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

fields
  • cs.AI2
  • cs.CY2
  • cs.LG2
  • stat.ML1
same name
  • David Martens — 11 papers, h 40
  • David Martens — 9 papers, h 4
  • 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
20232026
most citedBeware of "Explanations" of AI

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

collaborators
Showing 2026Show all

4 papers · 1 filter

cs.CY2026

A Global View of How LLMs Value Human Time

Yifan He, Sofie Goethals, Manon Reusens +1

Large language models (LLMs) increasingly act as personal assistants; however, little is known about how they capture national-level preferences on a global scale. Given that "time…

cs.AI2026

LLM Consumer Behavior Theory: Foundations of a Novel Research Field

Manon Reusens, Sofie Goethals, David Martens

Large language models (LLMs) are increasingly deployed as autonomous agents that make consumption decisions on behalf of users. This shift raises fundamental questions for consumer…

cs.AI2026

Would a Large Language Model Pay Extra for a View? Inferring Willingness to Pay from Subjective Choices

Manon Reusens, Sofie Goethals, Toon Calders +1

As Large Language Models (LLMs) are increasingly deployed in applications such as travel assistance and purchasing support, they are often required to make subjective choices on be…

cs.LG2026

On the Definition and Detection of Cherry-Picking in Counterfactual Explanations

James Hinns, Sofie Goethals, Stephan Van der Veeken +2

Counterfactual explanations are widely used to communicate how inputs must change for a model to alter its prediction. For a single instance, many valid counterfactuals can exist,…

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