[4eyes] Interesting Talk on Clustering at Scale

[Chris Sweeney]

What date/time is this talk?
On Jan 10, 2014 1:04 PM, "Saiph Savage" <saiphcita at gmail.com> wrote:

> Hello Folks,
> There is an interesting talk at ESB 2001 on Clustering at large scale.
> Here is the abstract, I helped with the food catering, so please join!
>
> *Title:* Clustering at Large Scales
>
> *Abstract: *
>
> Clustering algorithms are at the heart of unsupervised machine learning,
> revealing meaningful patterns in unorganized datasets. In recent years, the
> explosion of available data in a wide variety of application domains has
> presented new opportunities for knowledge discovery. However, the large
> scale of this data poses a challenge to traditionally popular but
> computationally-intensive clustering algorithms such as spectral
> clustering. In this talk, I will give an overview of extensions and
> improvements to traditional clustering algorithms for the large-scale
> setting, and I will discuss new approaches to clustering that have been
> developed for scalability. I will conclude with potential future research
> directions.
>
> --
> Saiph Savage
>
>
>
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