Search Results for author: Angelos Georghiou

Found 2 papers, 1 papers with code

Robust Data-driven Prescriptiveness Optimization

no code implementations9 Jun 2023 Mehran Poursoltani, Erick Delage, Angelos Georghiou

The abundance of data has led to the emergence of a variety of optimization techniques that attempt to leverage available side information to provide more anticipative decisions.

Distributionally Robust Parametric Maximum Likelihood Estimation

1 code implementation NeurIPS 2020 Viet Anh Nguyen, Xuhui Zhang, Jose Blanchet, Angelos Georghiou

We consider the parameter estimation problem of a probabilistic generative model prescribed using a natural exponential family of distributions.

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