35 citations · 42 across the 13 of their papers we have counts for
3 papers · 1 filter
Optimizing the expected maximum of two linear functions defined on a multivariate Gaussian distribution
David Bergman, Carlos Cardonha, Jason Imbrogno +1
We study stochastic optimization problems with objective function given by the expectation of the maximum of two linear functions defined on the component random variables of a mul…
On Approximate Sequencing Policies for Linear Storage Devices
Carlos H. Cardonha, Andre A. Cire, Lucas C. Villa Real
This paper investigates sequencing policies for file reading requests in linear storage devices, such as magnetic tapes. Tapes are the technology of choice for long-term storage in…
Optimizing over an ensemble of neural networks
Keliang Wang, Leonardo Lozano, Carlos Cardonha +1
We study optimization problems where the objective function is modeled through feedforward neural networks with rectified linear unit (ReLU) activation. Recent literature has explo…