Ensemble methods and SuperLearner

  • Wednesday, January 23rd 2019, 18:30 - 20:30
  • Amazon Development Center

Andrei Sucila, Senior Applied Scientist at Amazon Development Center Romania will present how we can combine multiple supervised learning techniques into a single stronger learner, ensembles. Focusing on Super Learner (van der Laan, 2007) and subsemble learning, we'll see how it integrates in the classical ML pipeline. Prepare for a surprise algorithm at the end.

Andrei majored in theoretical mathematics at UAIC, while his master's degree and phD were focused more on Machine Learning. Besides classical ML, his interests lie in computer vision and numerical optimization.