Search Results - "Doubly stochastic gradient algorithm"

New Scalable and Efficient Online Pairwise Learning Algorithm by Gu, Bin, Bao, Runxue, Zhang, Chenkang, Huang, Heng

“… To address this challenging problem, in this article, we propose a dynamic doubly stochastic gradient algorithm (D2SG…”
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Accelerated Doubly Stochastic Gradient Algorithm for Large-scale Empirical Risk Minimization by Shen, Zebang, Qian, Hui, Mu, Tongzhou, Zhang, Chao

“…Nowadays, algorithms with fast convergence, small memory footprints, and low per-iteration complexity are particularly favorable for artificial intelligence…”
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Asynchronous Parallel Large-Scale Gaussian Process Regression by Dang, Zhiyuan, Gu, Bin, Deng, Cheng, Huang, Heng

“… To address this challenging problem, in this article, we propose an asynchronous doubly stochastic gradient algorithm to handle the large-scale training of GPR…”
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A new large-scale learning algorithm for generalized additive models by Gu, Bin, Zhang, Chenkang, Huo, Zhouyuan, Huang, Heng

“… After that, we propose a wrapper algorithm to optimize the generalized additive models. Importantly, we introduce a doubly stochastic gradient algorithm (DSG…”
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