TU1.R2.2

Adversarial Quantum Machine Learning: An Information-Theoretic Generalization Analysis

Petros Georgiou, Sharu Theresa Jose, University of Birmingham, United Kingdom; Osvaldo Simeone, King's College London, United Kingdom
Session:
Quantum Information 3
Track:
6: Quantum Information and Coding Theory
Location:
Ypsilon I-II-III
Presentation Time:
Tue, 9 Jul, 10:05 - 10:25
Session Chair:
Uzi Pereg, Technion
Presentation
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Discussion
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Session TU1.R2
TU1.R2.1: Violation of Leggett-Garg Inequalities Implies Information Erasure
Alberto Montina, Stefan Wolf, Universita della svizzera italiana, Switzerland
TU1.R2.2: Adversarial Quantum Machine Learning: An Information-Theoretic Generalization Analysis
Petros Georgiou, Sharu Theresa Jose, University of Birmingham, United Kingdom; Osvaldo Simeone, King's College London, United Kingdom
TU1.R2.3: Receiver algorithms to approach the quantum limit of demodulating pulse position modulation
Leo Bia, Wyant College of Optical Sciences, United States; Christos Gagatsos, Department of Electrical and Computer Engineering, United States; Saikat Guha, Wyant College of Optical Sciences, United States
TU1.R2.4: On Two-stage Quantum Estimation and Asymptotics of Quantum-enhanced Transmittance Sensing
Zihao Gong, Boulat Bash, University of Arizona, United States
Resources
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