User: googletechtalks |
Bayesian nonparametrics in document and language modeling Google Tech Talks August 28, 2008 ABSTRACT Bayesian nonparametric models have garnered significant attention in recent years in both the machine learning and statistics communities. These are highly flexible models whose complexity grows with the amount of data, and are nice approaches to addressing the common problem of model selection. In this talk I shall first give a brief overview of Dirichlet processes and infinite mixture models, the cornerstone of Bayesian nonparametric models. Then I shall introduce the hierarchical Dirichlet process, a Bayesian nonparametric model for problems involving multiple related groups of data. I illustrate the use of hierarchical Dirichlet processes using some applications to document and language modelling. Speaker: Yee Whye Teh I am interested in statistical machine learning and its applications. Specifically, I look into theories, models and methodologies to make graphical models applicable to large and complex problems. I am also keen on deploying the knowledge gained in applications ranging from natural language processing, to machine vision to biological problems. I studied Computer Science and Mathematics at the University of Waterloo, obtaining my B.Math. in 1997. Then I embarked on my graduate studies at the University of Toronto under the tutelage of Geoffrey Hinton. Between 1999 and 2001 I spent two years in London England at the Gatsby Computational Neuroscience Unit where Geoff was the founding director. In 2001 we returned to Toronto and I finished my Ph.D. in 2003. Immediately I started a postdoc with Michael Jordan at UC Berkeley, finishing in 2004. Starting in January 2007, I am now a lecturer back at the Gatsby Unit. Tags: google techtalks techtalk engedu talk talks googletechtalks education |
User: TigerDirectBlog |
Fujitsu ScanSnap S510 PDF Document Scanner Visit http://tiger.tv/more_info/?334 to get rid of your paper clutter forever! Quickly convert paper documents into PDF files you can organize, share, and protect. Performance: 18ppm in simplex color, 36ipm in duplex color. Automatic color, paper size, and blank page detection. Compact and easy to use. The new Fujitsu ScanSnap S510 maintains all of the features and capabilities of the ScanSnap S500, including its popular business card scanning features, authentic one-touch Acrobat PDF generation, a 50-page automatic document feeder, high optical resolution up to 600 dpi,automatic blank page detection and deletion, and automatic de-skew and image rotation. Tags: Fujitsu ScanSnap S510 PDF Document Scanner TigerTV computertv |
User: PragAxel |
Kiira Korpi 2006 Document (1) Kiira Korpi 2006 Document (1) Tags: Kiira Korpi |
User: iwaken24 |
DVD「DOCUMENT消防救急⑤」より 首都高上の交通救助より。羽田線とあるのは 横羽線の誤りです。 Tags: 横浜市安全管理局 救助 交通事故 消防 レスキュー |
User: fumiotashiro |
B- BOY DOCUMENT High & Mighty Feat Mos Def & Mad Skillz Tags: B- BOY DOCUMENT |
User: walt76 |
R.E.M. Document Promo A promo ad for R.E.M.'s album "Document." Tags: R.E.M. Michael Stipe Document |
User: googletechtalks |
PhotoTechEDU Day 11: Document Image Analysis with Leptonica Google Tech Talks April 4, 2007 ABSTRACT Graphics typically takes a representation of an image or scene and renders it in raster form. This normally occurs through a well-specified process. What happens when you try to go the other way, from a raster image to a description of its contents? The process, so easy for humans, is not easy for machines, because the input raster data can be highly variable and the interpretation of the contents somewhat arbitrary. We'll talk about how this 'inverse graphics' process can be accomplished quickly and usually with sufficient accuracy for most applications, using rasters of document images as input. The 'trick' is to use the image as the primary... Tags: google howto phototechedu day document image |
User: Kafka05 |
Bob Dylan - Eat the Document (Part1) Eat the Document If you thought Renaldo and Clara is weird think again. Dylan on drugs. On the train. "Tell Me Momma" Traveling Part of a press conference. "Eat the Document" another famous Dylan documentary. Tags: bob dylan eat the document drugs tell me momma live press part 1 |
User: AlienComppany |
Gta document Bigfoot I made this. Sorry I don't remember where i get those pics. Please don't kill me! Tags: gta sa san andreas document leatherface bigfoot pigsy mystery legend myth false fake true yeti yetti |
User: nurniloren |
Glay - Tour Document High Communications 2003 Tags: Glay Hisashi Jiro Teru Takuro |