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Making Robust Business Decisions with Sparse Data - Sarah Jarvis, PhD | ODSC Europe 2019

Making Robust Business Decisions with Sparse Data - Sarah Jarvis, PhD | ODSC Europe 2019

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Gaussian processes

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Gaussian processes

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Making Robust Business Decisions with Sparse Data - Sarah Jarvis, PhD | ODSC Europe 2019

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  1. 1 Intro
  2. 2 Moving from a data deficit to a data deluge
  3. 3 Challenge #1
  4. 4 Gaussian processes
  5. 5 Certifying uncertainty
  6. 6 Uncertainty is a feature, not a bug
  7. 7 What is a robust decision?
  8. 8 Objective function, maximum reward
  9. 9 The Problem of Pallets
  10. 10 Our approach

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