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Machine Learning Software
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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