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Markus Ettl

2 accepted papers

2022

Constrained Prescriptive Trees via Column Generation

AAAI 2022technical

With the abundance of available data, many enterprises seek to implement data-driven prescriptive analytics to help them make informed decisions. These prescriptive policies need to satisfy operational constraints, and proactively eliminate rule conflicts, both of which are ubiquitous in practice. I…

Cited by 12SourcePDFScholar
2021

Model Distillation for Revenue Optimization: Interpretable Personalized Pricing

ICML 2021spotlight

Data-driven pricing strategies are becoming increasingly common, where customers are offered a personalized price based on features that are predictive of their valuation of a product. It is desirable for this pricing policy to be simple and interpretable, so it can be verified, checked for fairness…

Cited by 53SourcePDFScholar