Benchmark Design and Prior-independent Optimization

Benchmark Design and Prior-independent Optimization

IEEE FOCS: Foundations of Computer Science via YouTube Direct link

Intro

1 of 13

1 of 13

Intro

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Classroom Contents

Benchmark Design and Prior-independent Optimization

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  1. 1 Intro
  2. 2 Analysis of Information Restricted Algorithms
  3. 3 Three Analyses for Information Restricted Algorithms
  4. 4 Outline
  5. 5 Bayesian, Prior-independent, and Prior-free Analyses
  6. 6 What makes a good benchmark? Question: What makes a good benchmark? benchmark comparison for two-server problem (Boyar, Irani, Larsen, 15)
  7. 7 Normalized Benchmarks
  8. 8 Benchmark Resolution
  9. 9 Discussion of Main Theorem
  10. 10 Prior-independent Mechanism Design
  11. 11 The Optimal Prior-independent Mechanisms Mechanism Design Setting
  12. 12 Heuristic Benchmark Optimization
  13. 13 Conclusions

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