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Latent dirichlet allocation blei - PowerPoint PPT Presentation

Fast and Accurate Inference for Topic Models

Fast and Accurate Inference for Topic Models. James Foulds University of California, Santa Cruz Presented at eBay Research Labs. Motivation. There is an ever-increasing wealth of digital information available Wikipedia News articles Scientific articles Literature Debates

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1.13k views • 95 slides

Topic and Role Discovery In Social Networks

Topic and Role Discovery In Social Networks. Review of Topic Model. Review of Joint/Conditional Distributions. What do the following tell us: P( Z i ) P( Z i | {W,D}) P( Z i , Z j | {W,D}). Extending The Topic Model. Topic Model spawned gobs of research e.g., visual topic models

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445 views • 26 slides

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Latent dirichlet allocation blei - PowerPoint PPT Presentation

Fast and Accurate Inference for Topic Models

Topic and Role Discovery In Social Networks