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Beautiful article. I have been using neural networks since the mid-1980s and I sometimes think of a high dimension space representing a neural network, and I ha
by mark_l_watson 4y ago
Beautiful article. I have been using neural networks since the mid-1980s and I sometimes think of a high dimension space representing a neural network, and I have wondered if there were special places in that space. Clearly there must be an astronomically large number of “dead sub-spaces”.
From the article “Well-trained transformers, regardless of task, occupy the same relatively small subspace of parameter space”