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Specifying and solving robust empirical risk minimization problems using CVXPY - MaRDI portal

Specifying and solving robust empirical risk minimization problems using CVXPY

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Publication:6614700

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DOI10.1007/s10957-024-02491-6MaRDI QIDQ6614700

Aarti Singh, Yuanzhi Li, Eric Luxenberg, Dhruv Malik, Stephen W. Boyd

Publication date: 7 October 2024

Published in: Journal of Optimization Theory and Applications (Search for Journal in Brave)

zbMATH Keywords

convex optimization robust optimization empirical risk minimization DCP

Mathematics Subject Classification ID

Convex programming (90C25) Minimax problems in mathematical programming (90C47) Robustness in mathematical programming (90C17)

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