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Sublinear Randomized Algorithms for Skeleton Decompositions
Published 2014Get full text
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Novel and Efficient Randomized Algorithms for Feature Selection
Published 2020-09-01Subjects: Get full text
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A Randomized Algorithm for Optimal PID Controllers
Published 2018-06-01Subjects: Get full text
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A Randomized Algorithm for the MaxFS Problem
Published 2005“…We introduce and analyze a randomized algorithm that is surprisingly successful at solving MaxFS instances that arise in these contexts and exhibit some numerical results. …”
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Cut structures and randomized algorithms in edge-connectivity problems
Published 2005Get full text
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Nonparametric Adaptive Control and Prediction: Theory and Randomized Algorithms
Published 2024Get full text
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A randomized algorithm to reduce the support of discrete measures
Published 2021“…We give a simple geometric characterization of barycenters via negative cones and derive a randomized algorithm that computes this new measure by greedy geometric sampling''. …”
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Do Randomized Algorithms Improve the Efficiency of Minimal Learning Machine?
Published 2020-11-01“…In this paper, a thorough comparison of possible and recently proposed, especially randomized, algorithms is carried out for this problem with a representative set of regression datasets. …”
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A New Randomized Algorithm for Handling Scheduling Conflicts in Grids
Published 2009-10-01Subjects: Get full text
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Randomized algorithms for finding the shortest negative cost cycle in networks
Published 2020“…In this paper, we design and analyze a fast, randomized algorithm for the problem of finding a negative cost cycle having the smallest number of edges in a directed, weighted graph. …”
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A fast randomized algorithm for computing an approximate null space
Published 2023“…Randomized algorithms in numerical linear algebra can be fast, scalable and robust. …”
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Fast and accurate randomized algorithms for linear systems and eigenvalue problems
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A Multi-Start Biased-Randomized Algorithm for the Capacitated Dispersion Problem
Published 2022-07-01Subjects: Get full text
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On the Use of Biased-Randomized Algorithms for Solving Non-Smooth Optimization Problems
Published 2019-12-01Subjects: Get full text
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A Randomized Algorithm for Chance Constrained Optimal Power Flow with Renewables
Published 2017-07-01Subjects: “…randomized algorithms…”
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Improvement of the Optimal Design Procedure Using Randomized Algorithm and Process Simulators
Published 2021-01-01“…Though a global optimization procedure using a randomized algorithm and a commercial process simulator is relatively easy to implement for complex design problems (i.e., intensified design processes), a dominant problem is their heavy computation load. …”
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