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15 votes
2 answers
5k views

Can one (theoretically) train a neural network with fewer training samples than weights?

First of all: I know, there is no general number of sample size required to train a neural network. It depends on way too many factors like complexity of the task, noise in the data and so on. And the ...
Hobbit's user avatar
  • 195
3 votes
0 answers
427 views

LASSO prediction model question

I am trying to create a prediction model with 33 predictors (brain metabolite levels in various regions) and 8 observations (cognitive test scores) with p>>n problem using LASSO in MATLAB (...
Cemil's user avatar
  • 31