Language-Based Deployment Optimization for Random Forests (Invited Paper)-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Language-Based Deployment Optimization for Random Forests (Invited Paper)

Published:2024-06-20 Issue: Volume: Page:58-61
ISSN:
Container-title:Proceedings of the 25th ACM SIGPLAN/SIGBED International Conference on Languages, Compilers, and Tools for Embedded Systems
language:
Short-container-title:

Author:

Malcher Jannik¹^ORCID,Biebert Daniel¹^ORCID,Chen Kuan-Hsun²^ORCID,Buschjäger Sebastian³^ORCID,Hakert Christian¹^ORCID,Chen Jian-Jia⁴^ORCID

Affiliation:

1. TU Dortmund, Dortmund, Germany

2. University of Twente, Enschede, Netherlands

3. Lamarr Institute for Machine Learning and Artificial Intelligence, Dortmund, Germany

4. TU Dortmund, Dortmund, Germany / Lamarr Institute for Machine Learning and Artificial Intelligence, Dortmund, Germany

Funder

German Research Foundation (DFG)

BMBF

state of North Rhine-Westphalia

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3652032.3659366

Reference10 articles.

1. Daniel Biebert, Christian Hakert, Kuan-Hsun Chen, and Jian-Jia Chen. 2024. Register Your Forests: Decision Tree Ensemble Optimization by Explicit CPU Register Allocation. CoRR, abs/2401.15503 (2024).

2. Realization of Random Forest for Real-Time Evaluation through Tree Framing

3. Decision Tree and Random Forest Implementations for Fast Filtering of Sensor Data

4. Sebastian Buschjäger and Katharina Morik. 2023. Joint leaf-refinement and ensemble pruning through L_ 1 regularization. 37, 3 (2023).

5. Efficient Realization of Decision Trees for Real-Time Inference

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