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RAMP 04 El Niño

présidé par Balázs Kégl (LAL)
mardi 16 juin 2015 de à (Europe/Paris)
à Proto204
200 rue André Ampère 91 440 Bures-sur-Yvette
Description

Predict six months ahead the temperature at surface (TAS) in the El Niño 3.4 region from TAS data simulated by the CCSM4 model, brought to you by Claire Monteleoni (GWU), Mahesh Mohan (GWU), Timothy DelSole (COLA), Kathleen Pegion (COLA), Julie Leloup (LOCEAN), and your regular coaches.

The event will take place at Proto204, a 10 minute walk from either the Orsay-Ville or the Bur-sur-Yvette RER B stations.

Supporting material:

Some general guidelines. 

Your primary goal is to have a high score in the "contributivity" column. One way to achieve it is to submit a strong model, high in the "score" column, but we appreciate especially those models which do not have top scores but are sufficiently different from the rest of the models to achieve high score in the "contributivity" column.

A general rule is that you should not resubmit until your previous model has not yet been trained (it shows up in the "New models" table.)

Some strategies you can employ:

  1. Take a good regressor and work on the feature extractor or vice verse.
  2. Take a good regressor or feature extractor and optimize its hyperparameters using smac or hyperopt. See the course material for help.
  3. Take two good submissions and combine the feature extractor and the classifier.
Participants nawal akrour; Eugene Belilovsky; Djalel Benbouzid; Maxim Berman; Julien Brajard; Alexandre Cazé; Anaastase Charantonis; mehdi cherti; Bogdan-Ionut Cirstea; Thibault de Boissiere; Mohamed Djallel DILMI; Laurent Direr; Victor Estrade; Alexandre Gramfort; Olivier Isson; Nicolas Judalet; Dmitry Khvorostyanov; Brice LABEJOF; Delphine Le; Julie Leloup; José Lopez; Kevin Lourd; Aurélia Léon; Gaetan Marceau Caron; Rafael MARINI; Pierre-Yves Massé; Carlos Mejia; Alexander Mikheev; Sourava Prasad Mishra; Anais Moller; Damien Mourot; Tung NGUYEN V. N.; Tien PHAN; Marion Saint-Lu; Amir Sani; Bruno Seznec; Thierry Silbermann; Yohann Sitruk; matthieu warnier
Documents:
Slides pdf filedown arrow
Go to day
  • mardi 16 juin 2015
    • 09:00 - 09:30 Welcome of participants & Coffee
    • 09:30 - 10:00 Introduction talk
    • 10:00 - 12:00 Session 1
    • 12:00 - 13:30 Buffet & presentation of the first results
    • 13:30 - 15:00 Session 2
    • 15:00 - 15:30 Café
    • 15:30 - 17:00 Session 3
    • 17:00 - 18:00 Debriefing and closing