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Quantum Machine Learning and Optimisation in Finance

You're reading from   Quantum Machine Learning and Optimisation in Finance On the Road to Quantum Advantage

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Product type Paperback
Published in Oct 2022
Publisher Packt
ISBN-13 9781801813570
Length 442 pages
Edition 1st Edition
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Authors (2):
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Alexei Kondratyev Alexei Kondratyev
Author Profile Icon Alexei Kondratyev
Alexei Kondratyev
Jacquier Antoine Jacquier Antoine
Author Profile Icon Jacquier Antoine
Jacquier Antoine
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Toc

Index

A

activation functions 192

activation unit 186

AdaBoost 167

addition operator

    building from NAND gates 272

Adiabatic Quantum Computing (AQC) 88

    implementation 111

    power 96

    principles 92

    universality 124

adjustable one-qubit gates 295

adjustable two-qubit gates 304

amplitude estimation 679

analytic gradient approach 414

ancillary qubits 389, 651

AND gate 268

ansatz 416, 439, 531, 534

Artificial Neural Network (ANN) 186

artificial neuron 186

B

backpropagation 190

bagging 446

Bayesian Quantum Circuit (BQC) 650

Bell circuit 318

Bell states 318

binary digit (bit) 43, 267

binary integer linear programming problem 137

Black-Scholes parabolic PDE 689

Bloch sphere 287

Boltzmann distribution 209, 223

Boltzmann sampling 240

bootstrap 446

C

Chimera graph 120, 251, 699

classical benchmarking 154, 186, 444, 484

client clustering 578

client segmentation 578

CMOS...

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