In low-resource siloed verification, local sample selection biases against tail modes and accelerates model collapse with power-law diversity decay; collaborative Wasserstein proxies mitigate it.
Title resolution pending
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
verdicts
UNVERDICTED 2representative citing papers
The paper develops a comparative framework linking Delphic oracles to blockchain oracles and performs lexical analysis on historical queries to suggest reliability improvements for decentralized data sources.
citing papers explorer
-
When Sample Selection Bias Precipitates Model Collapse
In low-resource siloed verification, local sample selection biases against tail modes and accelerates model collapse with power-law diversity decay; collaborative Wasserstein proxies mitigate it.
-
Two thousand years of the oracle problem. Insights from Ancient Delphi on the future of blockchain oracles
The paper develops a comparative framework linking Delphic oracles to blockchain oracles and performs lexical analysis on historical queries to suggest reliability improvements for decentralized data sources.