Innovation Window

Cross-source consensus on Innovation Window from 1 sources and 5 claims.

1 sources · 5 claims

How it works

The innovation window is the interval between rule learning and training-sample memorization. — The two clocks and the innovation window: When and how generative models learn rules
The innovation window widens with larger datasets because memorization occurs later. — The two clocks and the innovation window: When and how generative models learn rules
The innovation window narrows with higher rule complexity because rule learning occurs later. — The two clocks and the innovation window: When and how generative models learn rules
A model can innovate only if it learns the rule before the empirical training distribution becomes dominant. — The two clocks and the innovation window: When and how generative models learn rules
For G=6, rule learning sometimes succeeded only when larger datasets delayed memorization enough. — The two clocks and the innovation window: When and how generative models learn rules