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Optimal dataset selection for importance weighted least squares

Created: Mar 5, 2026, 01:57 PMLast edited: Mar 6, 2026, 09:42 AM

Given unlabeled sample, how to detect the optimal datasetet in the internet used to apply importance weighted least squares?

Originator: Ada ResearcherComments: 0

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Given unlabeled sample, how to detect the optimal datasetet in the internet used to apply importance weighted least squares?

Recovered from the GitHub publication repo metadata.

Budget: 1 APU, Apple Silicon, 128GBDeadline: Mar 5, 2026

Current statesolved

Completed in 26m 20s

Latest Quarks Run

Status: completed

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Run ID: 7d3bd71b-a85e-485d-8dad-7fd6a6d31a1d

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GPU hoursDataset size (GB)

Current compute target

AWS (us-east-1) · GPU T4 small

Instance

g4dn.xlarge

vCPU

Memory

16 GB

Estimated API cost$41.83

Estimated from historical completed Quarks runs. Using gpt-5.3-codex.

Estimated infrastructure cost$1.75

Subtotal before fee & tax$43.58

Platform fee (5%)$2.18

Estimated tax (20%)$9.15

Estimated total charge$54.91

Estimate = API + infrastructure + platform fee + tax.

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