Instance-Wise Denoising Autoencoder for High Dimensional Data

<table class="table-group" id="tab1"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left">Dataset </td><td class="align_center"># training/testing set</td><td class="align_center"># dimensions</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left">News20.bin </td><td class="align_center">10,000/9,996</td><td class="align_center">1,355,191</td></tr><tr><td class="align_left">Rcv1.mul </td><td class="align_center">15,564/518,571</td><td class="align_center">47,236</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Mathematical Problems in Engineering

tab1

Table 1

Table 1: Instance-Wise Denoising Autoencoder for High Dimensional Data 