Room: Sala Ginepro

Speakers:

  • Mikhail Bilenko
  • Michael Berthold
  • Soumith Chintala
  • Aish Fenton
  • Jack Guo
  • Yangqing Jia
  • Gasthaus Jan
  • Gary Lam
  • Matthias Seeger


09:30- 09:45 Introduction Ralf Herbrich, Amazon, Joaquin Quiñonero Candela, Facebook

09:45- 10:15 The Agony and Ecstasy of ML Backend Design Mikhail Bilenko, Microsoft

10:15- 10:45 “Towards Patterns of Machine Learning” Aish Fenton, Netflix

10:45- 11:15 Cortex: Machine Learning for Prediction and Content Understanding at Twitter Ryan Adams, Twitter, Jack Guo, Twitter, Gary Lam, Twitter

Coffee Break

11:45- 12:15 Modular Machine Learning Workflows in KNIME Michael Berthold, KNIME

12:15- 12:45 Caffe & TensorFlow Yangqing Jia, Facebook

12:45- 13:15 Torch Soumith Chintala, Facebook

Lunch and Afternoon Activities

18:00- 18:30 Large-Scale Probabilistic Modeling: Distributed Learning and Inference using Apache Spark Jan Gasthaus, Amazon

18:30- 19:00 Automating Machine Learning Zoubin Ghahramani, University of Cambridge

19:00- 20:00 Panel Discussion

Dinner