Seminars

16:30 - 17:00  |  AI Lab Theatre

Why do some machine learning models fail?

Wednesday 13 November 2019

ABOUT

Most of the Machine Learning talks present beautiful cases of success, but in reality ml models often fail to deliver the desired performance. It is not uncommon to see developers blaming certain ml models and even providing blacklists of ml models. In this talk, I will provide some tips on choosing ml models and guide them through the path of finding a good solution. I will also present two of my recent works that use machine learning in astrophysics and in neuroscience.

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