[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 10:08:27 EDT 2019


BTW, you can stream it here: https://mila.bluejeans.com/4862024040/webrtc

(Sorry for the spam, I should have posted this link earlier)

On Mon, Mar 25, 2019 at 9:54 AM Christopher Beckham <
christopher.j.beckham at gmail.com> wrote:

> 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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>
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