Apr

05

2017

Apr

06

2017

Apr

07

2017

One of the most common and crucial aspects of many network data sets is the dependence of network link structure on time. In this work, we consider the problem of finding a common clustering structure in time-varying networks. We also propose an extension of the static version of nonparametric latent variable models into the dynamic setting and use special cases of the dynamic models to justify the spectral clustering methods.

Apr

10

2017

Apr

14

2017

Many high-performance computing applications rely on the application of basic linear algebra operations to large groups of very small matrices. To address this need, in recent years the computational linear algebra community has developed batched BLAS (Basic Linear Algebra Subroutine) routines designed to concurrently perform basic linear algebra operations on problems that are individually too small to benefit from parallelism.