Tag: threshold
-
Phase Transition for Stochastic Block Model with more than $sqrt{n}$ Communities
Phase Transition for Stochastic Block Model with more than $sqrt{n}$ Communities arXiv:2509.15822v1 Announce Type: new Abstract: Predictions from statistical physics postulate that recovery of the communities in Stochastic Block Model (SBM) is possible in polynomial time above, and only above, the Kesten-Stigum (KS) threshold. This conjecture has given rise to a rich literature, proving that…
-
How to Choose a Threshold for an Evaluation Metric for Large Language Models
How to Choose a Threshold for an Evaluation Metric for Large Language Models arXiv:2412.12148v1 Announce Type: new Abstract: To ensure and monitor large language models (LLMs) reliably, various evaluation metrics have been proposed in the literature. However, there is little research on prescribing a methodology to identify a robust threshold on these metrics even though…