I'd be careful of over applying the "bias-variance tradeoff." How to define the variance of a model is not a simple task. I wouldn't say it is immediately obvious how bias-variance relates to small data scenarios. How…
Sometimes reimplantation is impossible without the code and the paper goes on to win awards because it's by a famous scientist. Then if the reimplantation doesn't work most of the time the graduate students are blamed…
My understanding of the read was to show "how" they're equivalent as opposed to how to actually construct such an approximator or learn it. Similar to showing a problem falls in NP, you can reduce the problem down to…
That's correct. See https://en.wikipedia.org/wiki/Universal_approximation_theore... for more details
SVMs are solved via convex optimization methods which have taken more time to get on the GPU train. On the other hand there are GPU accelerated SVM training such as: https://github.com/Xtra-Computing/thundersvm A github…
Location: Miami, Florida Remote: Yes Willing to relocate: Yes Technologies: Python, Node, Pytorch, Tensorflow Résumé/CV: https://stevenbas.art/resources/resume/ Email: xksteven@uchicago.edu Software Engineer I have been…
I'd be careful of over applying the "bias-variance tradeoff." How to define the variance of a model is not a simple task. I wouldn't say it is immediately obvious how bias-variance relates to small data scenarios. How…
Sometimes reimplantation is impossible without the code and the paper goes on to win awards because it's by a famous scientist. Then if the reimplantation doesn't work most of the time the graduate students are blamed…
My understanding of the read was to show "how" they're equivalent as opposed to how to actually construct such an approximator or learn it. Similar to showing a problem falls in NP, you can reduce the problem down to…
That's correct. See https://en.wikipedia.org/wiki/Universal_approximation_theore... for more details
SVMs are solved via convex optimization methods which have taken more time to get on the GPU train. On the other hand there are GPU accelerated SVM training such as: https://github.com/Xtra-Computing/thundersvm A github…
Location: Miami, Florida Remote: Yes Willing to relocate: Yes Technologies: Python, Node, Pytorch, Tensorflow Résumé/CV: https://stevenbas.art/resources/resume/ Email: xksteven@uchicago.edu Software Engineer I have been…