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To me it seems like feeding garbage to train the model would expose any sort of ‘bias’ the model has no?
by S_A_P 5y ago
To me it seems like feeding garbage to train the model would expose any sort of ‘bias’ the model has no?
- framecowbird 5y agoI'm no ML expert, but my understanding is that the bias is usually in the training data, not the model. The idea here is that you can generate bias-free "garbage" and therefore reduce the bias of the trained model
- SailingSperm 5y agoYeah, very interesting... Like you could do a preliminary training that uses really good quality labeled data. Then almost infinitely continue training on a negative only dataset of random noise, which would theoretically hammer out any false positives that can be generated by the model.