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Soft Randomized Machine Learning |
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| Authors: | Popkov Yu. S. |
| Affiliation: | 1.Institute for Systems Analysis, Federal Research Center “Computer Science and Control,”, Russian Academy of Sciences, Moscow, 117312, Russia ;2.Haifa University, Karmiel, Israel ;3.Yugorsk Research Institute of Information Technologies, Khanty-Mansiysk, Tyumen oblast, Russia ; |
| Abstract: | Doklady Mathematics - A new method for entropy-randomized machine learning is proposed based on empirical risk minimization instead of the exact fulfillment of empirical balance conditions. The... |
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