编辑推荐： 为解决大规模数据聚类中Dirichlet过程混合模型 (DPMM)推理计算复杂度高的问题，研究人员开发了基于充分统计量的分布式推理算法DisCGS。该研究针对水平分布式数据设计了主从架构，通过局部Gibbs采样和全局统计量整合，在保持MCMC精度的同时实现了200倍加速。研究涵盖高斯和多项分布模型 ...

However, existing expositions tend to be at a level of abstraction largely impenetrable by non-technicians. This tutorial aims to explain BNP to the curious non-technicians using the Dirichlet Process ...

Christian Constanda, On the Solution of the Dirichlet Problem for the Two-Dimensional Laplace Equation, Proceedings of the American Mathematical Society, Vol. 119, No. 3 (Nov., 1993), pp. 877-884 ...

The Dirichlet tessellation is a subdivision of the plane generated by a finite set of distinct points; each point acquires a tile comprising that part of the plane nearer to it than to any of the ...

In mathematics, a dirichlet tessellation is a special kind of decomposition of a metric space determined by distances to a specified discrete set of objects in the space, by a discrete set of ...