Accelerating incremental gradient optimization with curvature information
Abstract This paper studies an acceleration technique for incremental aggregated gradient (IAG) method through the use of curvature information for solving strongly convex finite sum optimization problems. These optimization problems of interest arise in large-scale learning applications. Our techn...
| मुख्य लेखकों: | , , , , |
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| अन्य लेखक: | |
| स्वरूप: | लेख |
| भाषा: | English |
| प्रकाशित: |
Springer US
2021
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| ऑनलाइन पहुंच: | https://hdl.handle.net/1721.1/131862 |