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Theory And Problems Of Vector Analysis

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Preview of 2006
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2006 (2006.pdf)

208 KBEN 6 pages
The 67th William Lowell Putnam Mathematical Competition consisted of 6 problems in two sections, A and B
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Preview of Data-driven modelling: an integrative approach for various application areas
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Data-driven modelling: an integrative approach for various application areas (program.pdf)

14 KBAnna MarconatoEN 3 pages
The lecture covers challenges and future directions in high-dimensional data analysis, with a specific emphasis on Support Vector Machines and kernel methods
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Preview of Bipartite Ranking Bounds
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Bipartite Ranking Bounds (389_main_paper.pdf)

1.49 MBEN 10 pages
Bipartite ranking has a quadratic dependence on sample size. A low-cost stochastic algorithm is proposed, leveraging pairwise squared loss structure. It achieves competitive performance without stochastic gradients or learning rates.
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Preview of Top 10 Data Mining Algorithms: A Survey
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Top 10 Data Mining Algorithms: A Survey (10Algorithms-08.pdf)

783 KBEN 37 pages
This survey paper identifies and discusses the top 10 most influential data mining algorithms, including C4
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