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Implement BPA-NN variant for kernel budget maintenance. #14

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breuderink opened this issue Apr 26, 2021 · 0 comments
Open

Implement BPA-NN variant for kernel budget maintenance. #14

breuderink opened this issue Apr 26, 2021 · 0 comments
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enhancement New feature or request

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@breuderink
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breuderink commented Apr 26, 2021 •
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Implement BPA-NN [1] for enhanced performance with budgeted kernel machines. With smart tracking the nearest neighbour can be found in O(1), leading to a total cost of O(B).

  1. Wang, Zhuang, and Slobodan Vucetic. "Online passive-aggressive algorithms on a budget." Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics. JMLR Workshop and Conference Proceedings, 2010.
@breuderink breuderink added the enhancement New feature or request label Apr 26, 2021
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