~/talk

The Space Complexity of Sampling

Talkat ITCS 2022 · 2022-01-31..02-03
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Shows explicit lower bounds: any read-once branching program of width 2^{0.01N} outputs a distribution exponentially far from the uniform distribution over a good code (constant rate and distance), and proves a direct product theorem for sampling with ROBPs that amplifies delta to exponential distance for T copies. Key tools are decomposing ROBP outputs into convex combinations of low-width product distributions, an anti‑concentration bound on Hamming balls, and a slice‑property amplification lemma.

AI-written summary · about

  1. 0:00Intro
  2. 0:10Complexity Theory
  3. 8:48Sampling Lower Bounds
  4. 12:05Question
  5. 14:24Summary
  6. 16:43Ingredient 1 Far
  7. 18:47Ingredient 1 Formal
  8. 19:32Ingredient 2 Convex
  9. 24:05Ingredient 3 Anticoncentration
  10. 30:54Ingredient 1 Direct Product Theorem
  11. 36:44Ingredient 1 Summary
  12. 40:47Conclusion
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