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检索条件"主题词=memory efficient algorithms"
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A multigrid preconditioner for tensor product spline smoothing
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COMPUTATIONAL STATISTICS 2021年 第4期36卷 2379-2411页
作者: Siebenborn, Martin Wagner, Julian Univ Hamburg Bundesstr 55 D-20146 Hamburg Germany Univ Trier DFG RTG Algorithm Optimizat Univ Sring 15 D-52496 Trier Germany
Penalized spline smoothing is a well-established, nonparametric regression method that is efficient for one and two covariates. Its extension to more than two covariates is straightforward but suffers from exponential... 详细信息
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Beam-search SIEVE for low-memory speech recognition  25
Beam-search SIEVE for low-memory speech recognition
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25th Interspeech Conference
作者: Ciaperoni, Martino Katsamanis, Athanasios Gionis, Aristides Karras, Panagiotis Aalto Univ Espoo Finland Athena RC Athens Greece KTH Royal Inst Technol Stockholm Sweden Univ Copenhagen Copenhagen Denmark
A capacity to recognize speech offline eliminates privacy concerns and the need for an internet connection. Despite efforts to reduce the memory demands of speech recognition systems, these demands remain formidable a... 详细信息
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efficient Sequential and Parallel algorithms for Estimating Higher Order Spectra  19
Efficient Sequential and Parallel Algorithms for Estimating ...
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28th ACM International Conference on Information and Knowledge Management (CIKM)
作者: Wang, Zigeng Mamun, Abdullah-Al Cai, Xingyu Ravishanker, Nalini Rajasekaran, Sanguthevar Univ Connecticut Dept Comp Sci & Engr Storrs CT 06269 USA Univ Connecticut Dept Stat Storrs CT 06269 USA Google LLC Mountain View CA USA
Higher order spectra (HOS) are a powerful tool in nonlinear time series analysis and they have been extensively used as feature representations in data mining, communications and cosmology domains. However, HOS estima... 详细信息
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