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Kevin Miller

MALADY: Multiclass Active Learning with Auction Dynamics on Graphs

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Sep 14, 2024
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Dirichlet Active Learning

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Nov 09, 2023
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Cluster-aware Semi-supervised Learning: Relational Knowledge Distillation Provably Learns Clustering

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Jul 20, 2023
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Novel Batch Active Learning Approach and Its Application to Synthetic Aperture Radar Datasets

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Jul 19, 2023
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Graph-based Active Learning for Surface Water and Sediment Detection in Multispectral Images

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Jun 17, 2023
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Poisson Reweighted Laplacian Uncertainty Sampling for Graph-based Active Learning

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Oct 27, 2022
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Graph-based Active Learning for Semi-supervised Classification of SAR Data

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Mar 31, 2022
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Efficient and Reliable Overlay Networks for Decentralized Federated Learning

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Dec 12, 2021
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Model-Change Active Learning in Graph-Based Semi-Supervised Learning

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Oct 14, 2021
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Posterior Consistency of Semi-Supervised Regression on Graphs

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Jul 25, 2020
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