Hybrid Classical-Quantum Algorithms

Hybrid Classical-Quantum Algorithms

Simons Institute via YouTube Direct link

Big data quantum speedups?

5 of 16

5 of 16

Big data quantum speedups?

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Hybrid Classical-Quantum Algorithms

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  1. 1 Intro
  2. 2 quantum algorithms models
  3. 3 oracle search?
  4. 4 oracles from classical memories
  5. 5 Big data quantum speedups?
  6. 6 statistics using data
  7. 7 data reduction: "coresets"
  8. 8 learning
  9. 9 adaptive coresets
  10. 10 saddle-point optimization
  11. 11 hybrid algorithm for minimax
  12. 12 variational (NISQ)
  13. 13 efficient gradient measurement
  14. 14 performance guarantees
  15. 15 saddle-point algorithm gradient descent
  16. 16 quantum simulations

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