Figure_7_noisy_low_rank_PD_rel_errors.csv
URL: https://data.nist.gov/od/ds/mds2-3087/Figure_7_noisy_low_rank_PD_rel_errors.csv
This file contains the data for Figure 7, which shows the relative error phase diagrams for low-rank matrix recovery with noisy measurements using the B. M. factorized low-rank matrix recovery approach (see Section. 2.1.2 in the paper) with the JBOS, Rademacher JBOS, IBOS, Rademacher IBOS, and Rademacher Fourier sampling operators (see Sections 2.1.2 and 4.3). The CSV data file is organized as described in the header (first row) of the file copied here:Rank - r - of random matrix to be recovered.,Normalized measurement number (measurement # / # of matrix entries) (no relevant units).,Average relative error (dB) for recovering a randomly selected rank-r matrix using the JBOS sampling operator and the B. M. factorized matrix sensing approach and noisy samples -- see Sections 4.3 and 2.1.2 of the paper for further information on this approach.,Average relative error (dB) for recovering a randomly selected rank-r matrix using the Rademacher JBOS sampling operator and the B. M. factorized matrix sensing approach and noisy samples -- see Sections 4.3 and 2.1.2 of the paper for further information on this approach.,Average relative error (dB) for recovering a randomly selected rank-r matrix using the IBOS sampling operator and the B. M. factorized matrix sensing approach and noisy samples -- see Sections 4.3 and 2.1.2 of the paper for further information on this approach.,Average relative error (dB) for recovering a randomly selected rank-r matrix using the Rademacher IBOS sampling operator and the B. M. factorized matrix sensing approach and noisy samples -- see Sections 4.3 and 2.1.2 of the paper for further information on this approach.,Average relative error (dB) for recovering a randomly selected rank-r matrix using the Rademacher Fourier sampling operator and the B. M. factorized matrix sensing approach and noisy samples -- see Sections 4.3 and 2.1.2 of the paper for further information on this approach.
About this Resource
| Last updated | unknown |
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| Created | unknown |
| Name | Figure_7_noisy_low_rank_PD_rel_errors.csv |
| Format | Comma Separated Values File |
| License | other-license-specified |
| Created | 3 months ago |
| Media type | text/csv |
| has views | False |
| id | 3ed52961-7bf9-42be-8a92-c8ccb8731a14 |
| metadata modified | 3 months ago |
| package id | 1e34c73d-3444-4dcf-aab1-d64d2e24309a |
| position | 4 |
| state | active |
| tracking summary | {'total': 0, 'recent': 0} |