 \(q\) uniformly at random in \(1, \dots, n\).</li>
<li>Maximize the dual with respect to this variable: \(\Delta\alpha_q = \max_{\Delta\alpha_q} D(\balpha_t + \Delta\alpha_q \be_q )\)</li>
<li>Update \(\balpha_{t+1} = \balpha_{t} + \be_q \Delta\alpha_q\).</li>
</ul>
</li>
</ul>
<p>In VLFeat, we partially use the nomenclature from <a class="el" href="citelist.html#CITEREF_shwartz13a-dual">[25]</a> and <a class="el" href="citelist.html#CITEREF_hsieh08a-dual">[9]</a> .</p>
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