The World Needs more Bandits
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  • 1. More Bandits @lukasvermeer The World Needs
  • 2. we are all in the business of running experiments we run experiments, because we need to know that what we do is good for our business our most important KPI is how many successful experiments we run
  • 3. Multi-Armed Bandits getting the most out of your experiments
  • 4. A/B Test (Epsilon First) the gold standard for (business) experiments
  • 5. Exploration/Exploitation experiments cost money
  • 6. Regret minimizing the cost of your experiments
  • 7. Greedy Bandit controlled exploration
  • 8. Thompson Bandit exploit as much as you dare
  • 9. Contextual Bandits far beyond basic bandit experiments
  • 10. Start Now maximize experimentation – minimize costs
  • 11. we are all in the business of running experiments we run experiments, because we need to know that what we do is good for our business our most important KPI is how many successful experiments we do
  • 12. More Bandits @lukasvermeer The World Needs