MO4.R1.4

Empirical Risk Minimization and Uniform Convergence for Probabilistically Observed and Quantum Measurement Hypothesis Classes

Abram Magner, University at Albany, State University of New York, United States; Arun Padakandla, Eurecom, France
Session:
Quantum Information 2
Track:
6: Quantum Information and Coding Theory
Location:
Ballroom II & III
Presentation Time:
Mon, 8 Jul, 17:25 - 17:45
Session Chair:
Christoph Hirche, University of Hannover
Presentation
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Discussion
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Session MO4.R1
MO4.R1.1: Bipartite entanglement of noisy stabilizer states through the lens of stabilizer codes
Kenneth Goodenough, UMass Amherst, United States; Aqil Sajjad, University of Arizona, United States; Eneet Kaur, Cisco Quantum Lab, United States; Saikat Guha, University of Arizona, United States; Don Towsley, UMass Amherst, United States
MO4.R1.2: Quantum Illumination Advantage for Classification Among an Arbitrary Library of Targets
Ali Cox, University of Arizona, United States; Quntao Zhuang, University of Southern California, United States; Jeffrey Shapiro, Massachusetts Institute of Technology, United States; Saikat Guha, University of Arizona, United States
MO4.R1.3: Quantum Doeblin coefficients: A simple upper bound on contraction coefficients
Christoph Hirche, Leibniz Universität Hannover, Germany
MO4.R1.4: Empirical Risk Minimization and Uniform Convergence for Probabilistically Observed and Quantum Measurement Hypothesis Classes
Abram Magner, University at Albany, State University of New York, United States; Arun Padakandla, Eurecom, France
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