Deep Bayesian Bandits - Exploring in Online Personalized Recommendations

Deep Bayesian Bandits - Exploring in Online Personalized Recommendations

Launchpad via YouTube Direct link

hybrid method

13 of 18

13 of 18

hybrid method

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Deep Bayesian Bandits - Exploring in Online Personalized Recommendations

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  1. 1 Introduction
  2. 2 Context
  3. 3 Bandit Theory
  4. 4 Upper Confidence Bound Ucb and Thompson Sampling
  5. 5 References
  6. 6 Approach
  7. 7 Experiments
  8. 8 Epsilon Greedy
  9. 9 Thompson Sampling
  10. 10 Upper Confidence Bound
  11. 11 bootstrapping
  12. 12 dropout method
  13. 13 hybrid method
  14. 14 upper confidence bounds
  15. 15 time to click delay
  16. 16 fake negatives
  17. 17 experiment setup
  18. 18 experiment results

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