Dealing with categorical and integer-valued variables in Bayesian Optimization with Gaussian processes
Author:
Publisher
Elsevier BV
Subject
Artificial Intelligence,Cognitive Neuroscience,Computer Science Applications
Reference35 articles.
1. Hyperopt: A Python Library for Optimizing the Hyperparameters of Machine Learning Algorithms;Bergstra,2013
2. Algorithms for Hyper-parameter optimization;Bergstra,2011
3. Random forests;Breiman;Mach. Learn.,2001
4. Bayesian optimization of a hybrid system for robust ocean wave features prediction;Cornejo-Bueno;Neurocomputing,2018
5. Greedy function approximation: a gradient boosting machine;Friedman;Ann. Stat.,2001
Cited by 98 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. HDA-IDS: A Hybrid DoS Attacks Intrusion Detection System for IoT by using semi-supervised CL-GAN;Expert Systems with Applications;2024-03
2. Joint optimal pricing strategy of shared autonomous vehicles and road congestion pricing: A regional accessibility perspective;Cities;2024-03
3. A novel clustering-based resampling with cost-sensitive boosting method to model and map wildfire susceptibility;Reliability Engineering & System Safety;2024-02
4. SMT 2.0: A Surrogate Modeling Toolbox with a focus on hierarchical and mixed variables Gaussian processes;Advances in Engineering Software;2024-02
5. Integrated surrogate framework for reactive transport simulation of uranium in situ leaching with generative models;Journal of Hydrology;2024-02
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