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Abstract Literature Review Case Study MS13 The Mara Salvatrucha MS13 is a transnational gang formed in the United States in the 1980s by Salvadorian migrants This migration was instigated by a 12year civil war in El Salvador between the government and illegally armed guerillas Approximately a half million Salvadorians entered the United States some of them being former guerrilla trainees who had knowledge of weapons combat tactics and explosives The gang has spread around the country where they recruit other refugees from Central and South America living in the United States The gang is highly organized and involved with high rates of crime Johnson and . We propose a method that uses a mul tiscale convolutional network trained from raw pixels to extract dense feature vectors that encode regions of multiple sizes centered on each pixel The method alleviates the need for engineered features In paralle MSSVM properly accounts for the uncertainty of hidden variables and can sig ni64257cantly outperform the previously proposed la tent structured SVM LSSVM Yu Joachims 2009 and other stateofart methods especially when that uncertainty is large Our m Toronto ON M5S 3G4 CANADA Abstract Recurrent Neural Networks RNNs are very powerful sequence models that do not enjoy widespread use because it is extremely dif64257 cult to train them properly Fortunately re cent advances in Hessianfree optimizatio Contactinformation:MainCampus,P.O.Box873906,Tempe,AZ85287-3906;email:ilona.babenko@asu.edu;oliver.boguth@asu.edu;yuri.tserlukevich@asu.edu.ThispaperhasbenetedfromcommentsbyJonathanBerk,SreedharBhara Copyright Office lib.umich.edu/copyright copyright@umich.edu Copyright Office publications@wcfia.harvard.edu • http://www.wcfia.harvard.edu Working Paper Series No. 13-0004 Varieties of Populism: Literature Review and Research Agenda by Bart Bonikowski, Department of Soc *Correspondingauthor.E-mailaddresses:suh@mit.edu(G.E.Suh),cwo@mit.edu(C.W.O DrizzlingditheredACSimages(demoversion)ftp://archive.stsci.edu/pub/ero/tadpole/j8cw54030_asn.fitsftp://archive.stsci.edu/pub/ero/tadpole/j8cw54031_crj.fitsftp://archive.stsci.edu/pub/ero/tadpole/j8cw5 www.getty.edu/conservationwww.getty.edu/conservationwww.getty.edu/conservation Title: Inkstand (EncrierOwner: The J. Paul Getty MuseumAccession Number: 76.DI.12Origin: French (gilt bronze mounts) and Using Mission to Raise Funds. Using Funds to Raise Up Mission. Jim Collins, Loras College. Along the Mississippi Bluffs. The Beauty of Winter. Loras College. Founded by Bishop Mathias Loras, 1839. Formed in response to the people in the region to have access to CHE. YuchenZhangyXiChen]DengyongZhouMichaelI.JordanyyUniversityofCalifornia,Berkeley,Berkeley,CA94720fyuczhang,jordang@berkeley.edu]NewYorkUniversity,NewYork,NY10012xichen@nyu.eduMicrosoftResearch,1Micro garland@cs.cmu.edu;http://www.cs.cmu.edu/ph@cs.cmu.edu;http://www.cs.cmu.edu/Wehavedevelopedanalgorithmwhichproducessimpli THEIRISCENTER with Instructors Guide STAR THEIRISCENTER Table of Contents http://iris.peabody.vanderbilt.edu http://iris.peabody.vanderbilt.edu THEIRISCENTER Case Study http://iris.peabody.vanderbilt. ORGANISATION DE COOP