Unverified50% confidenceFactExact time
The number of minors grows combinatorially with network scale (input dimension and number of hidden units), which is the root of the PR metric's scale dependence.
1
Sources
50%
Confidence
Long-term
Relevance
10/19/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedAs network width M increases, the KL term grows linearly with the number of parameters while the expected log-likelihood term grows relatively more slowly, which is the fundamental mathematical cause of the prior dominance phenomenon.71% similarUnverifiedThe number of covariance terms grows quadratically with group size, so the degree of variance underestimation worsens as group size increases.71% similarUnverifiedThe concept of critical mass comes from diffusion theory and refers to the point at which, once the number of participants exceeds a certain threshold, network effects cause content to grow exponentially.69% similarUnverified数值微分计算量与参数数量成正比,符号微分会产生表达式膨胀问题,二者在大规模网络中都无法扩展,反向传播是解决方案69% similarUnverifiedThe curse of dimensionality refers to the exponential growth in the number of samples or computational resources required by many algorithms or theoretical guarantees as the system dimensionality increases.68% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1068930API
curl https://kongchang.com/api/v1/knowledge/claims/1068930MCP
get_claim(id=1068930)