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![[1211.2717] Proximal Stochastic Dual Coordinate Ascent - arXiv]()
arxiv.org2012年11月12日 - Abstract: We introduce a proximal version of dual coordinate ascent method. We demonstrate how ... Zhang [view email] [v1] Mon, 12 Nov 2012 18:08:34 GMT ( 17kb,D).瀏覽：732 -
![Accelerated Proximal Stochastic Dual Coordinate Ascent for ...]()
arxiv.org2013年9月10日 - Abstract: We introduce a proximal version of the stochastic dual coordinate ascent method and show how to accelerate ... [v1] Tue, 10 Sep 2013 05:39:25 GMT (38kb,D)瀏覽：990
![[1211.2717] Proximal Stochastic Dual Coordinate Ascent - arXiv](https://www.iarticlesnet.com/pub/img/site/s_38.jpeg)
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Keywords: Structured prediction, online learning, dual coordinate ascent ... learn the parameters θ from the data D such that hθ has small generalization error. We assume a cost function ......
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Stochastic Dual Coordinate Ascent (SDCA) showing that this class of methods enjoy ... P(w∗) = D(α∗) which immediately implies that for all w and α, we have P( w) ≥ D(α), and hence....
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