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09/11/2023
Learning Objective-Specific Active Learning Strategies with Attentive Neural Processes
Pool-based active learning (AL) is a promising technology for increasing...
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10/24/2022
E-Valuating Classifier Two-Sample Tests
We propose E-C2ST, a classifier two-sample test for high-dimensional dat...
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03/30/2022
On learning adaptive acquisition policies for undersampled multi-coil MRI reconstruction
Most current approaches to undersampled multi-coil MRI reconstruction fo...
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09/15/2021
Back to Basics: Deep Reinforcement Learning in Traffic Signal Control
In this paper we revisit some of the fundamental premises for a reinforc...
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10/30/2020