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Stefan Clarke

5 papers hereh-index 323 citations6 works total

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

author position
  • first author3
  • middle author2

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • math.OC4
  • physics.optics1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedDifferentiable Cutting-plane Layers for Mixed-integer Linear Optimization

1 citations · 1 across the 5 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

math.OC2023★ 1 cited

Differentiable Cutting-plane Layers for Mixed-integer Linear Optimization

Gabriele Dragotto, Stefan Clarke, Jaime Fernández Fisac +1

We consider the problem of solving a family of parametric mixed-integer linear optimization problems where some entries in the input data change. We introduce the concept of cuttin…

math.OC2023

Learning Rationality in Potential Games

Stefan Clarke, Gabriele Dragotto, Jaime Fernández Fisac +1

We propose a stochastic first-order algorithm to learn the rationality parameters of simultaneous and non-cooperative potential games, i.e., the parameters of the agents' optimizat…

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