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 IntroductionRalf Herbrich, Amazon, Joaquin Quiñonero Candela, Facebook

09:45-10:15 The Agony and Ecstasy of ML Backend DesignMikhail 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 TwitterRyan Adams, Twitter, Jack Guo, Twitter, Gary Lam, Twitter

Coffee Break 

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

12:15-12:45 Caffe & TensorFlowYangqing Jia, Facebook

12:45-13:15 TorchSoumith Chintala, Facebook

Lunch and Afternoon Activities 

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

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

19:00-20:00 Panel Discussion

Dinner