10.4121/9fb86a9d-99c4-4647-8242-9d926574d904.v1
K. (Kim) Batselier
K. (Kim)
Batselier
0000-0001-7381-2630
Data files needed to run reactive Pluto notebook to train image classifier
4TU.ResearchData
2024
Dataset
Artificial Intelligence and Image Processing
Mechanical Engineering
Electrical and Electronic Engineering
Other Engineering
Numerical and Computational Mathematics
Engineering
Mathematical Sciences
Information and Computing Sciences
CSV
MNIST
bayesian inverse problems
structured tensor priors
TU Delft, Faculty of Mechanical Engineering, Delft Center for Systems and Control (DCSC)
2024-06-17
en
https://github.com/TUDelft-DeTAIL/AbTensors
*.csv
1
MIT
<p>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.</p>
NWO
VI.Vidi.213.017
Sustainable learning for Artificial Intelligence from noisy large-scale data