December 2024
Intermediate to advanced
494 pages
8h 28m
English
book
Quantum Machine Learning and Optimisation in Finance - Second Edition
by Antoine Jacquier, Oleksiy Kondratyev
Content preview from Quantum Machine Learning and Optimisation in Finance - Second Edition
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Index
accuracy, 152 activation functions, 165 activation unit, 158 AdaBoost, 142 addition operator building from NAND gates, 211 Adiabatic Quantum Computing (AQC), 76 implementation, 98 power, 84 principles, 82, 83 universality, 121 adjustable one-qubit gates, 237 adjustable two-qubit gates, 247 amplitude encoding, 292 amplitude estimation, 456 analytic gradient approach, 304 ancillary qubits, 295, 436 AND gate, 206 ansatz, 305, 315, 358, 359 Artificial Neural Network (ANN), 157 artificial neuron, 159 asymmetric encryption, 444
backpropagation, 164 bagging, 324 Bayesian Quantum Circuit (BQC), 435 Bell circuit, 257 Bell states, 256 binary digit (bit), 27, 203 binary integer linear programming problem, ...
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