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Approaches to Bounding the Exponent of Matrix Multiplication

Talkat Geometric Complexity Theory 2014 · 2014-09-15..09-19
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Survey describes embedding n×n multiplication into group algebras and into commutative association schemes, using the triple product property to reduce to block-diagonal multiplications; constructs (wreath-product) examples that produce exponents 2.48 and 2.41 but fail to reach 2 because large irreducible dimensions persist. Defines S-rank and proves Omega ≤ (3 Omega_s - 2)/2, so proving Omega_s → 2 would imply Omega → 2. Work produces concrete constructions and numeric bounds but the main conjecture remains open.

AI-written summary · about

  1. 0:00Introduction
  2. 1:11History
  3. 2:02Outline
  4. 2:33The matrix multiplication tensor
  5. 9:08Upper bounds on rank
  6. 14:55A different approach
  7. 16:44The general approach
  8. 21:40The Group Algebra
  9. 22:25"Nice basis" embedding
  10. 23:18The embedding
  11. 25:28How many multiplications?
  12. 30:15The triangle construction
  13. 37:25Constructions in linear groups
  14. 42:06Group algebra approach
  15. 46:58General semi-simple algebras
  16. 48:00Weighted vs. unweighted MM
  17. 52:21Coherent configurations group theory without groups
  18. 53:33Coherent configs: examples
  19. 55:18Nice basis conditions
  20. 55:41Coherent configs vs. groups
  21. 57:21Proof idea
  22. 57:47Open problems
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