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Preventing Model Collapse Under Overparametrization: Optimal Mixing Ratios for Interpolation Learning and Ridge Regression

Preventing Model Collapse Under Overparametrization: Optimal Mixing Ratios for Interpolation Learning and Ridge Regression

26 September 2025
Anvit Garg
Sohom Bhattacharya
Pragya Sur
ArXiv (abs)PDFHTML

Papers citing "Preventing Model Collapse Under Overparametrization: Optimal Mixing Ratios for Interpolation Learning and Ridge Regression"

1 / 1 papers shown
Escaping Model Collapse via Synthetic Data Verification: Near-term Improvements and Long-term Convergence
Escaping Model Collapse via Synthetic Data Verification: Near-term Improvements and Long-term Convergence
Bingji Yi
Qiyuan Liu
Yuwei Cheng
Haifeng Xu
SyDa
201
0
0
18 Oct 2025
1
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