AutoML 2015 workshop @ ICML 2015

Session

Session 1

11 juil. 2015, 08:30

Lille Grand Palais

4. Invited Talk: Open Research Problems in AutoML

Rich Caruana (Microsoft Research)

11/07/2015 08:30

5. Invited Talk: Bandits and Bayesian optimization for AutoML

Matthew Hoffmann (University of Cambridge)

11/07/2015 09:10

Complex optimization and decision making tasks are beginning to play an increasingly crucial role across a wide variety of scientific fields. This is becoming more and more evident as entire research programs are being automated. In this talk I'll describe a set of methods, known as Bayesian optimization, which provide a very sample efficient approach to this problem. Much of the gains...

6. Poster Spotlights 1

11/07/2015 09:50

5 spotlights of 2 minutes each