#linear-regression2 articles

2 articles

CryptoBullishBitcoinist · 4d ago6/102

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Bitcoin Is Mirroring 2017, Not 2021, And An Explosive Rally Will Begin After This Happens

Technical analysis suggests Bitcoin's current price structure mirrors the methodical buildup pattern from 2017 rather than 2021. A linear regression channel analysis indicates Bitcoin may be following a slower, more sustainable rally trajectory similar to the 2017 cycle.

$BTC

AINeutralarXiv – CS AI · 4d ago4/104

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Scaling Laws of SignSGD in Linear Regression: When Does It Outperform SGD?

Researchers analyzed scaling laws for signSGD optimization in machine learning, comparing it to standard SGD under a power-law random features model. The study identifies unique effects in signSGD that can lead to steeper compute-optimal scaling laws than SGD in noise-dominant regimes.