conftrace_

bootstrap aggregation

5 papers

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Co-occurring keywords

confidence measure (26) finite-sample guarantee (14) model stability (27) bagged structure learning (1) causal graph (140) bootstrap method (30) graphical model (864) bayesian network (378) model averaging (62) variance reduction (523)

Papers

Bagging Provides Assumption-free Stability JMLR 2024
Bootstrap aggregation and confidence measures to improve time series causal discovery CLEAR 2024
Bagging is an Optimal PAC Learner COLT 2023
Bootstrap Model Aggregation for Distributed Statistical Learning NIPS 2016
Bagged Structure Learning of Bayesian Network AISTATS 2011