KilleansRow 🇺🇲 🇺🇦🍀2d ago
Make It Go Faster Dept: The curse of the #Asymptotic regimes awaits if you manage to run the gauntlet of the curse of #Dimensionality. It's great fun but outside of #Science no one knows what the hell your talking about.
Your wielding #Thor 's hammer...but Thor has been reincarnated...as a turtle. It's a grind. Slightly infuriating. The polarity change is there, but unimpressive.You can explain that it's not supposed to be there at all but by then they'll have fallen into a deep sleep...
Robert CampbellJul 16, 2025
If you know you know #pottery #kiln #coolingcycle #asymptotic
JMLRAug 7, 2024

'Law of Large Numbers and Central Limit Theorem for Wide Two-layer Neural Networks: The Mini-Batch and Noisy Case', by Arnaud Descours, Arnaud Guillin, Manon Michel, Boris Nectoux.

http://jmlr.org/papers/v25/22-0952.html

#asymptotic #stochastic #batches

Law of Large Numbers and Central Limit Theorem for Wide Two-layer Neural Networks: The Mini-Batch and Noisy Case

katch wreckSep 22, 2023

`Intuitively, if the restricted #estimator is near the maximum of the #likelihood function, the score should not differ from zero by more than sampling error. While the finite sample #distributions of score tests are generally unknown, they have an #asymptotic χ2-distribution under the null #hypothesis as first proved by C. R. Rao in 1948, a fact that can be used to determine statistical #significance.`

https://en.wikipedia.org/wiki/Score_test

#statistics #stats #significanceTest #significanceTesting

Score test - Wikipedia

New Submissions to TMLRAug 3, 2023

Non-asymptotic approximations of Gaussian neural networks via second-order Poincar\'e inequalities

https://openreview.net/forum?id=OUn4ezaMem

#gaussian #asymptotic #approximations

Non-asymptotic approximations of Gaussian neural networks via...

There is a growing interest on large-width asymptotic and non-asymptotic properties of deep Gaussian neural networks (NNs), namely NNs with weights initialized as Gaussian distributions. For a...

OpenReview
JMLRJun 17, 2023

'Inference on the Change Point under a High Dimensional Covariance Shift', by Abhishek Kaul, Hongjin Zhang, Konstantinos Tsampourakis, George Michailidis.

http://jmlr.org/papers/v24/22-1122.html

#asymptotic #walk #asymptotically

Inference on the Change Point under a High Dimensional Covariance Shift

Nalini JoshiApr 7, 2023
This is the area that touches on and immensely expands the ideas of #divergent #asymptotic series, the bread and butter of my meals, the hammer and nails of my tools, and the torchlight providing glimpses of transcendental #mathematical functions I work with… from @QuantaMagazine https://www.quantamagazine.org/alien-calculus-could-save-particle-physics-from-infinities-20230406/
‘Alien Calculus’ Could Save Particle Physics From Infinities | Quanta Magazine

In the math of particle physics, every calculation should result in infinity. Physicists get around this by just ignoring certain parts of the equations — an approach that provides approximate answers. But by using the techniques known as “resurgence,” researchers hope to end the infinities and end up with perfectly precise predictions.

Quanta Magazine
Show threadLorenAmelangJan 10, 2023
@DeezyPuzzles I feel such "failure" often - failed guy, failed girl, failed gay, failed straight, failed adult... Winning at stereotypes is #asymptotic - you never really get there. At any point in the journey you can choose to believe current you is exactly who you are meant to be at the moment. Feeling a bit of "failure" is not the end. Make a leap of faith - your future is open!
Show threadLorenAmelangJan 7, 2023

@Impossible_PhD Fionne's crowdfund: https://www.gofundme.com/f/fi039s-quotfix-a-brickquot-fund

Reactions in 2020 were all over the spectrum, polarized the "trans community", but most strongly in the "cancel" realm.

"Verisimilitude" refers to The Aesthetic | ContraPoints - https://www.youtube.com/watch?v=z1afqR5QkDM - time:07:33

Where this issue is debated rather vividly.

As for #asymptotic, that's just my adaptation to the situation you described. At some point we all just have to be happy with how we look. You be you!

Show threadLorenAmelangJan 7, 2023
@Impossible_PhD Guess it _is_ a bit unconventional. Happy to explain any part of it, if you'd like... Main thought is that the pursuit of a particular physical appearance is #asymptotic - you can get closer and closer, but you will never exactly reach the goal. There will always be yet another increment available... You can choose at any point to believe you are "close enough". And in my experience, that's what the people I care about respond to.