Search Results for author: Joana B. Pereira

Found 1 papers, 1 papers with code

Neural Network Training with Highly Incomplete Datasets

1 code implementation1 Jul 2021 Yu-Wei Chang, Laura Natali, Oveis Jamialahmadi, Stefano Romeo, Joana B. Pereira, Giovanni Volpe

Since the data to train the neural networks need to be complete, most studies discard the incomplete datapoints, which reduces the size of the training data, or impute the missing features, which can lead to artefacts.

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