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Partitioned Learned Bloom Filter
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Classroom Contents
Algorithms with Prediction
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- 1 Motivating Example: Search
- 2 Search Costs
- 3 Price of Misprediction
- 4 Main Result for Standard Queues
- 5 Known Service Times
- 6 Predicted Service Times
- 7 High Level Messages
- 8 Results for Single Bit Predictions
- 9 Online Problems : Caching
- 10 Caching with Predictions Lykouris-Vassil
- 11 Frequency Estimation with Predictions
- 12 Learned Bloom Filters
- 13 Learned Bloom Filter: Improved Setup
- 14 Partitioned Learned Bloom Filter
- 15 Theoretical Framework
- 16 Experimental Results
- 17 Summary
- 18 Related Themes: Advice
- 19 Related Themes: Beyond Worst Case Anal
- 20 Lots of Questions
