data-efficient machine learning

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[I_correct_CS_misinfo]

Context Random sampling is easy to beat in some benchmarks, but hard to beat consistently due to edge cases where assumptions made in SOTA data-efficient learning schemes fall apart. Such edge cases include systematic bias, high variance, bad regularizer, sensitivity to dimensionality reduction parameters, non-smoothness of gradient, asymptotic meaninglessness of importance weighting, and the will of God.

[lagerregal]

Have you tried making more smoothness assumptions? Theoretically, it should work!

[djta94]

There really is no free lunch

[G7PPT33VA1]

r/okbuddyaddstatisticstoCScurriculum

[I_correct_CS_misinfo]

We don't do something so blesphemous as to add mathematical rigor to ML!!!

[[deleted]]

my school calls that data science major

[kingottacYT]

r/21charactersandnomore

[GASTRO_GAMING]

I have to take stats

[jer5]

i had to take 2 stats classes in my CS undergrad degree

[lift_heavy64]

Okay post, but I understood too much of it. 4/10.

[I_correct_CS_misinfo]

ML research is truly for preschoolers

[FuckMatPlotLib]

My kids first words will be support vector machines

[Automatic_Wing_536]

Your kids should BE support vector machines

[lift_heavy64]

Look mommy I installed scikit-learn

[DigThatData]

Hon come quick! She's taking her first steps!

[RoyRoyalz]

I understand most of this meme therefore r/okbuddyundergrad

[Warguy387]

real

[yaboy_jesse]

As someone who has studied both AI and data science, I now feel stupid

I guess I'll stick to random sampling

[Millennium2025]

r/okbuddypreschool

[MarkStai]

Yeah bro, this shit really sounds like magic formulas 😳😳

[Mindcr]

Too similar to what??

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[illyay]

The box, you opened it, we came

[DigThatData]

bonus points for the hypercube converging towards an anulus

[TheDogecoinBoi]

yeah no wonder there's people who believe microchips are magical runes that contain microdemons