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