4 ms·
> We show that NN loss landscapes contain effectively only a single basin(!) provided sufficient width. Even better, we develop practical algos to navigate thes
by caprock 4y ago
> We show that NN loss landscapes contain effectively only a single basin(!) provided sufficient width. Even better, we develop practical algos to navigate these basins...
Supporting twitter thread:
https://twitter.com/SamuelAinsworth/status/1569719494645526529 https://twitter.com/SamuelAinsworth/status/15697194946455265...
Paper:
https://arxiv.org/abs/2209.04836 https://arxiv.org/abs/2209.04836