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N. Zeulin and S. Andreev are with Tampere University, Tampere, Finland. E-mail: {nikita.zeulin,sergey.andreev}@tuni.fi O. Galinina is with Tampere Institute for Advanced Study, Tampere University, Finland. E-mail: olga.galinina@tuni.fi.N. Himayat and R. Balakrishnan are with Intel Corporation, Santa Clara, CA, United States. E-mail: {nageen.himayat,ravikumar.balakrishnan}@intel.com
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HDC, a resource-efficient ML method, gets a major performance boost by borrowing the large-margin principle from SVMs.