James Demmel

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Younghyun Cho

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Publications

2025
[j96]
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Younghyun Cho, James Demmel, Michal Derezinski, Haoyun Li, Hengrui Luo, Michael W. Mahoney, Riley Murray:
Surrogate-Based Autotuning for Randomized Sketching Algorithms in Regression Problems. SIAM J. Matrix Anal. Appl. 46(2): 1247-1279 (2025)
2024
[j95]
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Hengrui Luo, Younghyun Cho, James Weldon Demmel, Igor Kozachenko, Xiaoye S. Li, Yang Liu:
Non-smooth Bayesian optimization in tuning scientific applications. Int. J. High Perform. Comput. Appl. 38(6): 633-657 (2024)
[j94]
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Hengrui Luo, Younghyun Cho, James Weldon Demmel, Xiaoye S. Li, Yang Liu:
Hybrid Parameter Search and Dynamic Model Selection for Mixed-Variable Bayesian Optimization. J. Comput. Graph. Stat. 33(3): 855-868 (2024)
2023
[c115]
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  - conf/ipps/ChoDKLLL23
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Younghyun Cho, James Weldon Demmel, Jacob King, Xiaoye S. Li, Yang Liu, Hengrui Luo:
Harnessing the Crowd for Autotuning High-Performance Computing Applications. IPDPS 2023: 635-645
[i50]
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  - journals/corr/abs-2308-15720
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Younghyun Cho, James Weldon Demmel, Michal Derezinski, Haoyun Li, Hengrui Luo, Michael W. Mahoney, Riley J. Murray:
Surrogate-based Autotuning for Randomized Sketching Algorithms in Regression Problems. CoRR abs/2308.15720 (2023)
2022
[i45]
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  - journals/corr/abs-2206-01409
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Hengrui Luo, Younghyun Cho, James Weldon Demmel, Xiaoye S. Li, Yang Liu:
Hybrid Models for Mixed Variables in Bayesian Optimization. CoRR abs/2206.01409 (2022)
2021
[c108]
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  - conf/mcsoc/ChoDLLL21
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Younghyun Cho, James Demmel, Xiaoye S. Li, Yang Liu, Hengrui Luo:
Enhancing Autotuning Capability with a History Database. MCSoC 2021: 249-257
[i41]
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  - journals/corr/abs-2109-07563
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Hengrui Luo, James Weldon Demmel, Younghyun Cho, Xiaoye S. Li, Yang Liu:
Non-smooth Bayesian Optimization in Tuning Problems. CoRR abs/2109.07563 (2021)

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