Incidence Geometry and Applications to Theoretical Computer Science
summary
Shows quantitative Sylvester–Galai bounds: δ-configurations have dimension O(1/δ) (tight), derived from rank bounds for design matrices over characteristic zero and large characteristic. Gives a stable version under bounded pairwise distances that forces approximate low-dimensionality. Proves a new lower bound for three-query locally correctable codes over the reals (n ≥ k^{2+ε}, ε ≈ 1/1000, equivalently k ≤ n^{0.499}) by proving a clustered triple structure—roughly √n orthogonal clusters—and using Barak's isotropic transform plus an improved random-restriction argument.
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chapters (16)
- 0:00Intro
- 1:11Points in Complex space
- 2:38Quantitative SG
- 4:55Incidence Theorems from Rank Bounds
- 7:31Design Matrices
- 8:16Main Theorem: Rank Bound
- 10:12Stable Sylvester-Gallai Theorem
- 16:42Dirac-Motzkin conjecture
- 18:12(Linear) Locally Correctable Code
- 20:56Equivalent Geometric Definition
- 23:04Locally correctable codes
- 27:113 query LCCs over R: Geometric question
- 36:58Structure theorem: Main idea
- 39:35Improved Random Restriction
- 41:47Summary
- 42:45Future Directions
