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researcher

Tias Guns

43 papers hereh-index 292.6k citations149 works total

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

author position
  • first author2
  • middle author8
  • last author30

Across the 40 of 43 papers where every author was matched, so the position is known.

fields
  • cs.AI23
  • cs.LG16
  • cs.DB1
  • cs.LO1
  • cs.NE1
  • math.OC1

identity via Semantic Scholar / OpenAlex

activity
20152026
most citedDecision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities

118 citations · 249 across the 32 of their papers we have counts for

collaborators
Showing math.OCShow all

1 paper · 1 filter

math.OC2023

Leveraging Contextual Information for Robustness in Vehicle Routing Problems

Ali İrfan Mahmutoğulları, Tias Guns

We investigate the benefit of using contextual information in data-driven demand predictions to solve the robust capacitated vehicle routing problem with time windows. Instead of e…

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