[Lisa_seminaires] [mila-tous] [Invited Talk] Jan van Rijn (Columbia University) Monday March 25 2019 10h00 Mila Auditorium

Christopher Beckham christopher.j.beckham at gmail.com
Lun 25 Mar 09:54:49 EDT 2019


Reminder! This is in 5 mins.

On Fri, Mar 22, 2019 at 10:25 AM Rim Assouel <rim.assouel at gmail.com> wrote:

> Hi everyone,
>
> Next week we will have an “extraordinary” invited talk ( organized by
> Christopher Beckham) on Monday :)
> The regular tea talk will also be back on Friday ( announcement to come!)
>
> See you there,
>
> The Tea Talk Team
>
> *TITLE *
> Automated Machine Learning using* OpenML.org <http://OpenML.org>*
>
> *ABTRACT*
> Algorithm Selection and Hyperparameter Optimization are two laborious but
> viable
> components of the Machine Learning pipeline. The field of Automated
> Machine
> Learning (AutoML) focusses, as the name suggests, on automating these
> processes.
> Automated Machine Learning builds upon knowledge from previous
> experiments.
> In this talk I will introduce OpenML.org, an on line platform containing
> almost
> 10 million Machine Learning experiments and 20,000 monthly unique visitors.
> Furthermore, I will talk about some of the projects that utilize this
> knowledge,
> in particular for determining which hyperparameters are most important and
> how
> to optimize them based on prior knowledge.
>
> *BIO*
> Jan van Rijn is founder of the OpenML Foundation, for Open Machine
> Learning research.
> He has authored several publications related to Data Science, Automated
> Machine Learning (AutoML) and Artificial Intelligence.
> He is currently a post-doctoral researcher at Columbia University in New
> York. For a complete and up to date list of his publications,
>  please see his Google Scholar profile:
> https://scholar.google.com/citations?user=O4X5CpwAAAAJ
>
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