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AutoML 3

Winners of the final AutoML phrase (see full-list):

First Placeautodidact.ai
Second PlaceMeta_Learners
Third PlaceGrandMasters

Winners of Feedback phrase:

First Placedeepsmart
Second PlaceHANLAB
Third PlaceFong
AutoML 3 

Slides from talks presented during the competition session at NeurIPS2018:




https://www.4paradigm.com/competition/nips2018

The competition is over, but there will be a re-match soon in conjunction with PAKDD 2019 and IJCNN 2019!

1) NeurIPS competitions book.  The competition chairs are editing a volume of the Springer CiML series (https://www.springer.com/series/15602). Any participant of the challenge is eligible to submit a chapter, please note this chapters will be subject to a review process. Deadline: late January, more information during NeurIPS. 


2) AutoML@IJCNN2019 special session. Together with some colleagues, we are organizing a special session on AutoML collocated with the International Joint Conference on Neural Networks. This call is open to everyone, but since it targets AutoML we think you might be interested in submitting a paper. Deadline submission December 15, the conference will take place in mid July, 2019 in Budapest, Hungary. More information here: https://tinyurl.com/y7vgwrvb


3) AutoML Special Issue. We are preparing the edition of a special issue on AutoML in a prestigious journal (to be announced). We will let you know more details on this later. In addition to originally contributions, extended+improved versions of papers submitted to 2) above may be considered for this special issue. 



Welcome to AutoML@ChaLearn. ChaLearn is a non-for-profit organization bringing to you challenges and workshops in Machine Learning. The AutoML track works since 2014 to stimulate the community to work on the problem of creating ML algorithms that work without any human intervention. This means completely automatically choosing models, architectures, hyper-parameters, etc. There are statistical challenges (not over-fitting) and computational challenges (searching fast a large space of possibilities).
ChaLearn also has a very active Computer Vision track.
 News:

Upcoming Spring 2019
AutoDL challenge [SIGN UP]

December 7, 2019
Competition Workshop at NeurIPS 2019

August 28, 2018
We had a workshop at PRICAI 2018.

July 14-15 2018:
We had a nice workshop at ICML 2018.  

March 2018:
Our next competition on Life Long ML is accepted to NIPS 2018.

June 21, 2016: Microsoft published a BLOG post on AutoML 1.

We re-implemented old challenges in Codalab [NIPS 2003][KDDcup 2009, small, large] and created one for [MNIST data]

Subpages (1): Eugene Tuv
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Isabelle Guyon,
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Isabelle Guyon,
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Hugo Jair Escalante,
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Isabelle Guyon,
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Isabelle Guyon,
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Isabelle Guyon,
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Isabelle Guyon,
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HANLAB.pdf
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Hugo Jair Escalante,
Dec 14, 2018, 7:24 AM
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Hugo Jair Escalante,
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Hugo Jair Escalante,
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Isabelle Guyon,
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Isabelle Guyon,
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Hugo Jair Escalante,
Dec 14, 2018, 7:24 AM
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Isabelle Guyon,
Oct 13, 2016, 2:41 PM
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Isabelle Guyon,
Aug 28, 2015, 11:46 AM
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Isabelle Guyon,
Feb 8, 2015, 9:05 AM