5 citations · 5 across the 3 of their papers we have counts for
5 papers
Resource-Aware Discretization of Accelerated Optimization Flows
Miguel Vaquero, Pol Mestres, Jorge Cortés
This paper tackles the problem of discretizing accelerated optimization flows while retaining their convergence properties. Inspired by the success of resource-aware control in dev…
Parallel Learning of Koopman Eigenfunctions and Invariant Subspaces For Accurate Long-Term Prediction
Masih Haseli, Jorge Cortés
We present a parallel data-driven strategy to identify finite-dimensional functional spaces invariant under the Koopman operator associated to an unknown dynamical system. We build…
Data-driven ambiguity sets with probabilistic guarantees for dynamic processes
Dimitris Boskos, Jorge Cortés, Sonia Martínez
Distributional ambiguity sets provide quantifiable ways to characterize the uncertainty about the true probability distribution of random variables of interest. This makes them a k…
Approximation of the probability density function of the randomized heat equation with non-homogeneous boundary conditions
J. Calatayud, J. C. Cortés, M. Jornet
This paper deals with the randomized heat equation defined on a general bounded interval and with non-homogeneous boundary conditions. The solution is a stochastic proc…
Frequency-driven market mechanisms for optimal dispatch in power networks
Tjerk Stegink, Ashish Cherukuri, Claudio De Persis +2
This paper studies real-time bidding mechanisms for economic dispatch and frequency regulation in electrical power networks. We consider a market administered by an independent sys…