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07/06/2023
Quantum Solutions to the Privacy vs. Utility Tradeoff
In this work, we propose a novel architecture (and several variants ther...
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10/01/2022
Efficient Quantum Agnostic Improper Learning of Decision Trees
The agnostic setting is the hardest generalization of the PAC model sinc...
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10/25/2021
Quantum Boosting using Domain-Partitioning Hypotheses
Boosting is an ensemble learning method that converts a weak learner int...
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11/24/2020