Parent Assignment Is Hard for the MDL, AIC, and NML Costs

Author:

Koivisto Mikko

Publisher

Springer Berlin Heidelberg

Reference18 articles.

1. Cooper, G.F., Herskovits, E.: A Bayesian method for the induction of probabilistic networks from data. Machine Learning 9, 309–347 (1992)

2. Heckerman, D., Geiger, D., Chickering, D.M.: Learning Bayesian networks: The combination of knowledge and statistical data. Machine Learning 20, 197–243 (1995)

3. Suzuki, J.: Learning Bayesian belief networks based on the Minimun Description Length principle: An efficient algorithm using the b & b technique. In: Proceedings of the Thirteenth International Conference on Machine Learning (ICML), pp. 462–470 (1996)

4. Tian, J.: A branch-and-bound algorithm for MDL learning Bayesian networks. In: Proceedings of the Sixteenth Conference on Uncertainty in Artificial Intelligence (UAI), pp. 580–588. Morgan Kaufmann, San Francisco (2000)

5. Rissanen, J.: Modeling by shortest data description. Automatica 14, 465–471 (1978)

Cited by 9 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. End-to-End Bayesian Networks Exact Learning in Shared Memory;IEEE Transactions on Parallel and Distributed Systems;2024-04

2. SCoOL - Scalable Common Optimization Library;2023 IEEE 30th International Conference on High Performance Computing, Data, and Analytics (HiPC);2023-12-18

3. Learning and Optimization of Patient–Physician Matching Index in Specialty Care;IEEE Transactions on Automation Science and Engineering;2023

4. Improved Building Blocks for Secure Multi-party Computation Based on Secret Sharing with Honest Majority;Applied Cryptography and Network Security;2020

5. A survey on Bayesian network structure learning from data;Progress in Artificial Intelligence;2019-05-29

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3