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Near Optimal Linear Algebra in the Online and Sliding Window Models
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- 1 Intro
- 2 Streaming / Sliding Window Model
- 3 Randomized Numerical Linear Algebra (randNLA) on Sliding Windows
- 4 Why randNLA on Sliding Windows?
- 5 Results: Sliding Window Model
- 6 Challenges
- 7 Reverse Online Leverage Scores
- 8 Algorithm
- 9 Spectral Sparsification (Summary)
- 10 Low-Rank Approximation
- 11 Template
- 12 Reverse Online l1 Sensitivities
- 13 Results: Online Model
- 14 Results: Connections
