'Small training sets' diaporamas de présentation

A modeling Example

A+. C+. G+. T+. A-. C-. G-. T-. A modeling Example. CpG islands in DNA sequences. Methylation & Silencing. One way cells differentiate is methylation Addition of CH 3 in C-nucleotides Silences genes in region CG (denoted CpG) often mutates to TG, when methylated

344 views • 22 slides

Bayesian Conditional Random Fields using Power EP

Bayesian Conditional Random Fields using Power EP. Tom Minka Joint work with Yuan Qi and Martin Szummer. Why should you care?. New way to train Conditional Random Fields Significant improvement on small training sets Demonstration of Bayesian methods

307 views • 20 slides

Inferring XML Schema Definitions from XML Data

Inferring XML Schema Definitions from XML Data. Eert Jan Bex, Frank Neven, Stijn Vansummeren Hasselt Univ. and transnational Univ. of Limburg, Belgium VLDB 2007 2008. 02. 15. Summarized by Chulki Lee , IDS Lab., Seoul National University

246 views • 16 slides

CSSE463: Image Recognition Day 20

93 views • 9 slides