Kevin Miller
University of California, Los Angeles
H-index: 8
North America-United States
Top articles of Kevin Miller
Model Change Active Learning in Graph-Based Semi-supervised Learning
Communications on Applied Mathematics and Computation
2024/2/17
Cluster-aware Semi-supervised Learning: Relational Knowledge Distillation Provably Learns Clustering
2023/12
Poisson Reweighted Laplacian Uncertainty Sampling for Graph-Based Active Learning
SIAM Journal on Mathematics of Data Science
2023/12/31
Dirichlet Active Learning
arXiv preprint arXiv:2311.05501
2023/11/9
Batch active learning for multispectral and hyperspectral image segmentation using similarity graphs
2023/7/20
Graph-based active learning for surface water and sediment detection in multispectral images
2023/7/16
Novel batch active learning approach and its application on the synthetic aperture radar datasets
2023/6/13
Active Learning and Uncertainty in Graph-Based Semi-Supervised Learning
2022
Efficient and reliable overlay networks for decentralized federated learning
SIAM Journal on Applied Mathematics
2022
Graph-based active learning for semi-supervised classification of SAR data
2022/5/31
Posterior consistency of semi-supervised regression on graphs
Inverse Problems
2021/9/30
Efficient graph-based active learning with probit likelihood via Gaussian approximations
arXiv preprint arXiv:2007.11126
2020/7/21
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