Active-LATHE: An Active Learning Algorithm for Boosting the Error Exponent for Learning Homogeneous Ising Trees
Author:
Affiliation:
1. National University of Singapore,Department of Electrical and Computer Engineering
2. National University of Singapore,Department of Mathematics
Funder
National University of Singapore
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9965754/9965755/09965827.pdf?arnumber=9965827
Reference15 articles.
1. Testing Ising Models
2. SGA: A robust algorithm for partial recovery of tree-structured graphical models with noisy samples;tandon;International Conference on Machine Learning,2021
3. Active-lathe: An active learning algorithm for boosting the error exponent for learning homogeneous ising trees;zhang,2021
4. Learning a tree-structured Ising model in order to make predictions
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