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researcher

Andreas T. Ernst

Monash University

8 papers hereh-index 367.3k citations154 works total

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

author position
  • first author1
  • middle author3
  • last author3

Across the 7 of 8 papers where every author was matched, so the position is known.

fields
  • math.OC5
  • cs.CE1
  • cs.LG1
  • cs.NE1
affiliations
  • Monash University
Homepage

identity via Semantic Scholar / OpenAlex

activity
20182023
most citedGeneralization of Machine Learning for Problem Reduction: A Case Study on Travelling Salesman Problems

39 citations · 40 across the 5 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2020★ 39 cited

Generalization of Machine Learning for Problem Reduction: A Case Study on Travelling Salesman Problems

Yuan Sun, Andreas Ernst, Xiaodong Li +1

Combinatorial optimization plays an important role in real-world problem solving. In the big data era, the dimensionality of a combinatorial optimization problem is usually very la…

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