An Efficient Local Algorithm for Distributed Multivariate Regression

This paper offers a local distributed algorithm for multivariate regression in large peer-to-peer environments. The algorithm is designed for distributed inferencing, data...

NASA Open Data Portal00

A Local Scalable Distributed EM Algorithm for Large P2P Networks

his paper describes a local and distributed expectation maximization algorithm for learning parameters of Gaussian mixture models (GMM) in large peer-to-peer (P2P) environments....

NASA Open Data Portal00

Scalable Estimation for Structured Additive Distributional Regression

Obtaining probabilistic models is of high relevance in many recent applications. However, estimation of such distributional models with very large datasets remains a difficult task. In particular, the

NIAID Data Ecosystem00

A Scalable Local Algorithm for Distributed Multivariate Regression