Data files needed to run reactive Pluto notebook to train image classifier

doi:10.4121/9fb86a9d-99c4-4647-8242-9d926574d904.v1
The doi above is for this specific version of this dataset, which is currently the latest. Newer versions may be published in the future. For a link that will always point to the latest version, please use
doi: 10.4121/9fb86a9d-99c4-4647-8242-9d926574d904
Datacite citation style:
Batselier, K. (Kim) (2024): Data files needed to run reactive Pluto notebook to train image classifier. Version 1. 4TU.ResearchData. dataset. https://doi.org/10.4121/9fb86a9d-99c4-4647-8242-9d926574d904.v1
Other citation styles (APA, Harvard, MLA, Vancouver, Chicago, IEEE) available at Datacite
Dataset

Two CSV files with 10,000 random training and test samples each of MNIST data (28 x 28 images of handwritten digits). These files are required to reproduce the results of Experiment 3 in the article "Constructing structured tensor priors for Bayesian inverse problems" via a reactive Pluto notebook. In this experiment a classifier is learned via Bayes' Theorem for images of 10 handwritten digits (0 to 9). The notebook illustrates the use of different structured tensor priors and compares the performance of the resulting classifier with the standard Tikhonov prior on new test data.

history
  • 2024-06-17 first online, published, posted
publisher
4TU.ResearchData
format
*.csv
funding
  • Sustainable learning for Artificial Intelligence from noisy large-scale data (grant code VI.Vidi.213.017) [more info...] NWO
organizations
TU Delft, Faculty of Mechanical Engineering, Delft Center for Systems and Control (DCSC)

DATA

files (2)