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MapReduce, GPGPU and Iterative Data mining algorithms

MapReduce, GPGPU and Iterative Data mining algorithms. Oral exam Yang Ruan. Outline. MapReduce Introduction MapReduce Frameworks General Purpose GPU computing MapReduce on GPU Iterative Data Mining Algorithms LDA and MDS on distributed system My own research. MapReduce.

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827 views • 54 slides

CS246

CS246. Latent Dirichlet Analysis. LSI. LSI uses SVD to find the best rank-K approximation The result is difficult to interpret especially with negative numbers Q: Can we develop a more interpretable method?. Theory of LDA (Model-based Approach).

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631 views • 44 slides

Statistical Models for Networks and Text

Statistical Models for Networks and Text. Jimmy Foulds UCI Computer Science PhD Student Advisor: Padhraic Smyth. Motivation. Networks often have text associated with them Citation networks Email Social media

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241 views • 12 slides

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Topic assignment - PowerPoint PPT Presentation

MapReduce, GPGPU and Iterative Data mining algorithms

CS246

Statistical Models for Networks and Text