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Abstract. Support Vector Machines (SVMs) suffer from an O(n2) training cost, where n denotes the number of training instances. In this paper, we propose an algorithm to select boundary instances as training data to substantially re- duce n. Our propo
Modern examples of this last class of machines range from small, 2- or 4-way SMP server machines, over mainframes with tens of processors (Sun Fire, IBM iSeries), up to supercomputers with hundreds of processors. (SGI Altix, Cray X1). The larger type
On Speeding Up Computation In Information Theoretic Learninghttps://sites.google.com/site/sohanseth/files-1/IJCNN2009.pdfby S Seth - âCited by 22 - âRelated articleswhere G is a n à n lower triangular matrix with positive diagonal entries. This
Mar 17, 2007 - considered as an acceptable approximation when studying QCD with light quarks. A prototyping code with these characteristics should signal the rapid advance in the field, in which case, precision lattice computations are likely to happ
Mar 17, 2007 - The first version of the software, QCDLAB 1.0 offers the general ... in order to develop a compact and easily manageable computing project.
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static techniques. We implemented our optimization using LLVM [6], as part of ...... In MICRO, 2011. [4] http://developer.android.com/guide/topics/renderscript/.
United States Sweeps Up 2,100 Illegal Immigrants. June 15, 2006. HOUSTON, June ... country in the past three weeks. Immigration and Customs Enforcement (ICE) assistant secretary Julie Myers made the announcement in ... have been in place since World
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