Francois Petitjean (2)

• Deep Learning for Text Understanding from Scratch - Mar 13, 2015.
  
  Forget about the meaning of words, forget about grammar, forget about syntax, forget even the very concept of a word. Now let the machine learn everything by itself.

  convnet, Deep Learning, Francois Petitjean, Text Classification, Torch, Yann LeCun

• Can noise help separate causation from correlation? - Jan 21, 2015.
  
  How to tell correlation from causation is one of the key problems in data science and Big Data. New Additive Noise Models methods can do it with over 65% accuracy, opening new breakthrough possibilities.

  arXiv, Causation, Correlation, Francois Petitjean, Noise