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Algorithm selection of anytime algorithms [PDF]
Proceedings of the 2020 Genetic and Evolutionary Computation Conference, 2020 Anytime algorithms for optimization problems are of particular interest since they allow to trade off execution time with result quality. However, the selection of the best anytime algorithm for a given problem instance has been focused on a particular budget for execution time or particular target result quality.
Borges de Jesus, Alexandre +3 more
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Algorithmicity of Evolutionary Algorithms [PDF]
Studies in Logic, Grammar and Rhetoric, 2020 Abstract In the first part of our article we will refer the penetration of scientific terms into colloquial language, focusing on the sense in which the concept of an algorithm currently functions outside its original scope. The given examples will refer mostly to disciplines not directly related to computer science and to the colloquial
Sławomir Leciejewski +1 more
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International Symposium on Parallel Architectures, Algorithms and Networks, 2021 1 Summary of Approximation Algorithms from Lecture 1.1 k-Approximations Approximation algorithms help us get around the lack of efficient algorithms for NP-hard problems by taking advantage of the fact that, for many practical applications, an answer ...
Mohit Singh, Kunal Talwar
semanticscholar +1 more source
, 2021 Algorithmics is the study and practice of taking a high-level description of a program’s purpose and, from it, producing an executable program of acceptable efficiency. Each step in that process is justified by rigorous, careful reasoning at the moment it is taken; and the repertoire of steps allowed by that rigour, at each stage, guides the ...
Bird, Richard +10 more
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Acknowledgment to Reviewers of Algorithms in 2021
Algorithms, 2022 Rigorous peer-reviews are the basis of high-quality academic publishing [...]
Algorithms Editorial Office
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Algorithmic audits of algorithms, and the law
AI and Ethics, 2022 Algorithmic decision making is now widespread, ranging from health care allocation to more common actions such as recommendation or information ranking. The aim to audit these algorithms has grown alongside. In this paper, we focus on external audits that are conducted by interacting with the user side of the target algorithm, hence considered as a ...
Erwan Le Merrer +2 more
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On BMRN*-colouring of planar digraphs [PDF]
Discrete Mathematics & Theoretical Computer Science, 2021 In a recent work, Bensmail, Blanc, Cohen, Havet and Rocha, motivated by applications for TDMA scheduling problems, have introduced the notion of BMRN*-colouring of digraphs, which is a type of arc-colouring with particular colouring constraints.
Julien Bensmail, Foivos Fioravantes
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Acknowledgment to Reviewers of Algorithms in 2020
Algorithms, 2021 Peer review is the driving force of journal development, and reviewers are gatekeepers who ensure that Algorithms maintains its standards for the high quality of its published papers [...]
Algorithms Editorial Office
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An overview of gradient descent optimization algorithms [PDF]
Vestnik komp iuternykh i informatsionnykh tekhnologii, 2016 The statistical testing technique is considered to compare the metrics values of machine learning models on a test set. Since the values of metrics depend not only on the models, but also on the data, it may turn out that different models are the best on
Sebastian Ruder
semanticscholar +1 more source
Acknowledgement to Reviewers of Algorithms in 2019
Algorithms, 2020 The editorial team greatly appreciates the reviewers who have dedicated their considerable time and expertise to the journal’s rigorous editorial process over the past 12 months, regardless of whether the papers are finally published or no [...]
Algorithms Editorial Office
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