Preference-Based Gradient Estimation for ML-Guided Approximate Combinatorial Optimization

Arman Mielke, Uwe Bauknecht, Thilo Strauss +1

Combinatorial optimization (CO) problems arise across a broad spectrum of domains, including medicine, logistics, and manufacturing. While exact solutions are often computationally…