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cs.LG2021
Towards Understanding the Unreasonable Effectiveness of Learning AC-OPF Solutions
My H. Dinh, Ferdinando Fioretto, Mostafa Mohammadian +1
Optimal Power Flow (OPF) is a fundamental problem in power systems. It is computationally challenging and a recent line of research has proposed the use of Deep Neural Networks (DN…
cs.LG2021
End-to-end Learning for Fair Ranking Systems
James Kotary, Ferdinando Fioretto, Pascal Van Hentenryck +1
The learning-to-rank problem aims at ranking items to maximize exposure of those most relevant to a user query. A desirable property of such ranking systems is to guarantee some no…