/sci/ - Science & Math » Thread #12421435

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Food for thought.

Anonymous Sat 05 Dec 04:38:51 2020 No.12421435 View Reply Original Report

Quoted By: >>12422802 >>12422840 >>12424673 >>12424856 >>12424858

Why Are We Using Black Box Models in AI When We Don’t Need To? A Lesson From An Explainable AI Competition ?

https://hdsr.mitpress.mit.edu/pub/f9kuryi8/release/6

Hmmm...

Anonymous

Anonymous Sat 05 Dec 2020 10:55:34 No.12422315 Report

Quoted By:

bump

Anonymous

Anonymous Sat 05 Dec 2020 14:33:56 No.12422802 Report

Quoted By: >>12424636

>>12421435
Tldr?

Anonymous

Anonymous Sat 05 Dec 2020 14:47:51 No.12422840 Report

Quoted By: >>12424712

>>12421435
There's seriously no reason why AI can't simulataneously create interpretable models of its algorithms while it's creating them. It might slow the learning process down a bit, but it would be valuable knowledge for researchers to make progress in the field.

Anonymous

Anonymous Sat 05 Dec 2020 23:58:33 No.12424636 Report

Quoted By:

>>12422802
Two women in AI solved a 'problem', (which isn't actually a problem), 2 years ago. They make zero contribution to the field but because they possess vaginas the media hails them as geniuses.

Anonymous

Anonymous Sun 06 Dec 2020 00:07:19 No.12424673 Report

Quoted By:

>>12421435
>Black Box Models
well that sounds very racist, intolerant and problematic
"obscure box model" is the proper term

Anonymous

Anonymous Sun 06 Dec 2020 00:17:27 No.12424712 Report

Quoted By:

>>12422840
This has probably been followed up upon by researchers. Would be surprising if it hasn't. After all its the most efficient way to create algorithms that can be changed to suit other purposes slightly different from the ones that created it.

Anonymous

Anonymous Sun 06 Dec 2020 01:00:13 No.12424856 Report

Quoted By: >>12424858

>>12421435
Wow, that article was total hogwash. Not once does it mention how an explainable ML system would work, because it doesn't currently exist and the journalist has no clue whatsoever.

Anonymous

Anonymous Sun 06 Dec 2020 01:01:55 No.12424858 Report

Quoted By:

>>12421435
>>12424856
Just checked, a women wrote that article. They really are charlatans.

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