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Parallel Bayesian optimization of free-electron lasers based on laser wakefield accelerators 期刊论文
PLASMA PHYSICS AND CONTROLLED FUSION, 2025, 卷号: 67, 期号: 2
作者:  Jiang, Hai;  Lv, Chen;  Feng, Ke;  Jiang, Kangnan;  Liu, Xiaomin
Adobe PDF(1218Kb)  |  收藏  |  浏览/下载：124/4  |  提交时间：2025/02/12
An adaptive approximate Bayesian computation MCMC with Global-Local proposals 预印本
2024
作者:  Cao, Xuefei;  Wang, Shijia;  Zhou, Yongdao
收藏  |  浏览/下载：61/0  |  提交时间：2025/02/12
Fast Constraints Tuning via Transfer Learning and Multi-Objective Optimization 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 9, 页码: 2705-2718
作者:  Meng Zhang;  Zheng Zhang;  Yifan Niu;  Jiayi Li;  Zewei Chen
Adobe PDF(10609Kb)  |  收藏  |  浏览/下载：381/2  |  提交时间：2024/03/29
Is Vanilla Bayesian Optimization Enough for High-Dimensional Architecture Design Optimization? 会议论文
IEEE/ACM INTERNATIONAL CONFERENCE ON COMPUTER-AIDED DESIGN, DIGEST OF TECHNICAL PAPERS, ICCAD, Newark Liberty International Airport, 1 Hotel Rd, New York, NY, United states, October 27, 2024 - October 31, 2024
作者:  Gao, Yuanhang;  Luo, Donger;  Bai, Chen;  Yu, Bei;  Geng, Hao
Adobe PDF(1431Kb)  |  收藏  |  浏览/下载：15/1  |  提交时间：2025/05/30
Knowing The Spec to Explore The Design via Transformed Bayesian Optimization 会议论文
PROCEEDINGS - DESIGN AUTOMATION CONFERENCE, San Francisco, CA, United states, June 23, 2024 - June 27, 2024
作者:  Donger, Luo;  Qi, Sun;  Xinheng, Li;  Chen, Bai;  Bei, Yu
Adobe PDF(1430Kb)  |  收藏  |  浏览/下载：161/6  |  提交时间：2024/12/27
RankTuner: When Design Tool Parameter Tuning Meets Preference Bayesian Optimization 会议论文
IEEE/ACM INTERNATIONAL CONFERENCE ON COMPUTER-AIDED DESIGN, DIGEST OF TECHNICAL PAPERS, ICCAD, Newark Liberty International Airport, 1 Hotel Rd, New York, NY, United states, October 27, 2024 - October 31, 2024
作者:  Xu, Peng;  Zheng, Su;  Ye, Yuyang;  Bai, Chen;  Xu, Siyuan
Adobe PDF(1846Kb)  |  收藏  |  浏览/下载：12/1  |  提交时间：2025/05/30
POBO: Safe and optimal resource management for cloud microservices 期刊论文
PERFORMANCE EVALUATION, 2023, 卷号: 162, 期号: 4, 页码: 20-21
作者:  Guo, Hengquan;  Cao, Hongchen;  He, Jingzhu;  Liu, Xin;  Shi, Yuanming
Adobe PDF(2115Kb)  |  收藏  |  浏览/下载：540/5  |  提交时间：2023/10/27
Boosting VLSI Design Flow Parameter Tuning with Random Embedding and Multi-objective Trust-region Bayesian Optimization 期刊论文
ACM TRANSACTIONS ON DESIGN AUTOMATION OF ELECTRONIC SYSTEMS, 2023, 卷号: 28, 期号: 5
作者:  Zheng, Su;  Geng, Hao;  Bai, Chen;  Yu, Bei;  Wong, Martin D. F.
Adobe PDF(1432Kb)  |  收藏  |  浏览/下载：264/1  |  提交时间：2023/10/13
Rectified Pessimistic-Optimistic Learning for Stochastic Continuum-armed Bandit with Constraints. 会议论文
LEARNING FOR DYNAMICS AND CONTROL CONFERENCE, VOL 211, Philadelphia, PA, United states, June 15, 2023 - June 16, 2023
作者:  Guo Hengquan;  Zhu Qi;  Liu Xin
Adobe PDF(3079Kb)  |  收藏  |  浏览/下载：373/11  |  提交时间：2023/03/25
PTPT: Physical Design Tool Parameter Tuning via Multi-Objective Bayesian Optimization 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 1, 页码: 178-189
作者:  Hao Geng;  Tinghuan Chen;  Yuzhe Ma;  Binwu Zhu;  Bei Yu
Adobe PDF(11011Kb)  |  收藏  |  浏览/下载：304/3  |  提交时间：2022/05/20
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