The Annals of Statistics, Vol. 10, No. 1 (Mar., 1982), pp. 154-166 (13 pages) Strong consistency and asymptotic normality of least squares estimates in stochastic regression models are established ...

Qwen3-Next has optimized the expert activation ratio to 1:50 through precise design, setting a new industry high. For example ...

We consider the usual normal linear mixed model for variance components from a Bayesian viewpoint. With conjugate priors and balanced data, Gibbs sampling is easy to implement; however, simulating ...

With the rapid development of artificial intelligence technology, human-machine dialogue has become a standard feature of today's AI products. However, making these dialogues more efficient, natural, ...

Demand is at an all-time high for data analysts who can help organizations, technology companies, governments, and nonprofit agencies grasp their organizational, societal, and scientific needs. The ...

“ChipNeMo aims to explore the applications of large language models (LLMs) for industrial chip design. Instead of directly deploying off-the-shelf commercial or open-source LLMs, we instead adopt the ...