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Partitioned Active Learning for Heterogeneous Systems

Partitioned Active Learning for Heterogeneous Systems

14 May 2021
Cheolhei Lee
Kaiwen Wang
Jianguo Wu
W. Cai
Xiaowei Yue
ArXivPDFHTML

Papers citing "Partitioned Active Learning for Heterogeneous Systems"

5 / 5 papers shown
Title
Non-stationary and Sparsely-correlated Multi-output Gaussian Process
  with Spike-and-Slab Prior
Non-stationary and Sparsely-correlated Multi-output Gaussian Process with Spike-and-Slab Prior
Wang Xinming
Li Yongxiang
Yue Xiaowei
Wu Jianguo
31
0
0
05 Sep 2024
Future Aware Safe Active Learning of Time Varying Systems using Gaussian Processes
Future Aware Safe Active Learning of Time Varying Systems using Gaussian Processes
Markus Lange-Hegermann
Christoph Zimmer
AI4TS
49
0
0
17 May 2024
Generalization Error Bounds for Learning under Censored Feedback
Generalization Error Bounds for Learning under Censored Feedback
Yifan Yang
Ali Payani
Parinaz Naghizadeh Ardabili
33
0
0
14 Apr 2024
Improving Uncertainty Quantification of Variance Networks by
  Tree-Structured Learning
Improving Uncertainty Quantification of Variance Networks by Tree-Structured Learning
Wenxuan Ma
Xing Yan
Kun Zhang
UQCV
39
0
0
24 Dec 2022
Failure-averse Active Learning for Physics-constrained Systems
Failure-averse Active Learning for Physics-constrained Systems
Cheolhei Lee
Xing Wang
Jianguo Wu
Xiaowei Yue
AI4CE
19
7
0
27 Oct 2021
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