Zestyclose_Speed3349

joined 10 months ago

[D] Why are ML model outputs not tested regarding statistical significance? in c/machinelearning@academy.garden

[–] Zestyclose_Speed3349@alien.top 1 points 10 months ago (1 children)

It depends on the field. In DL repeating the training procedure N times may be very costly which is unfortunate. In RL it's common to repeat the experiments 25-100 times and report standard error.

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What kind of mathematical foundations are required for conducting research across the vast specialised branches of AI/ML/DL? [D] in c/machinelearning@academy.garden

[–] Zestyclose_Speed3349@alien.top 1 points 10 months ago (1 children)

Measure theory, differential geometry and optimal transport are great fields if you are going for theoretical ML.

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