The problem is not new or unique to Machine Learning: https://twitter.com/KirkegaardEmil/status/751021926546571264 … Whole fields of research crippled by ignorance
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Right. Well, we can do a lot with better analysis of the algorithms themselves. Formal methods, MC simulation, maybe?
I think it's more a question of attitude. Scientific conclusions are there to be attacked. "Computer says yes" is no good.
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