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Christine A. Shoemaker

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 Taimoor Akhtar

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Publications

2022
[j30]
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  - journals/jgo/WangAS22
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Wenyu Wang, Taimoor Akhtar, Christine A. Shoemaker:
Integrating ε-dominance and RBF surrogate optimization for solving computationally expensive many-objective optimization problems. J. Glob. Optim. 82(4): 965-992 (2022)
2021
[j27]
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  - journals/envsoft/XiaSAN21
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Wei Xia, Christine A. Shoemaker, Taimoor Akhtar, Manh-Tuan Nguyen:
Efficient parallel surrogate optimization algorithm and framework with application to parameter calibration of computationally expensive three-dimensional hydrodynamic lake PDE models. Environ. Model. Softw. 135: 104910 (2021)
2019
[c10]
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  - conf/wcgo/AkhtarS19
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Taimoor Akhtar, Christine A. Shoemaker:
SOP-Hybrid: A Parallel Surrogate-Based Candidate Search Algorithm for Expensive Optimization on Large Parallel Clusters. WCGO 2019: 672-680
[c9]
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  - conf/wcgo/AkhtarSW19
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Taimoor Akhtar, Christine A. Shoemaker, Wenyu Wang:
Surrogate Many Objective Optimization: Combining Evolutionary Search, \epsilon -Dominance and Connected Restarts. WCGO 2019: 681-690
[i3]
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  - journals/corr/abs-1903-02167
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Taimoor Akhtar, Christine A. Shoemaker:
Efficient Multi-Objective Optimization through Population-based Parallel Surrogate Search. CoRR abs/1903.02167 (2019)
2017
[c8]
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  - conf/aaai/IlievskiAFS17
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Ilija Ilievski, Taimoor Akhtar, Jiashi Feng, Christine Annette Shoemaker:
Efficient Hyperparameter Optimization for Deep Learning Algorithms Using Deterministic RBF Surrogates. AAAI 2017: 822-829
2016
[j22]
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Taimoor Akhtar, Christine A. Shoemaker:
Multi objective optimization of computationally expensive multi-modal functions with RBF surrogates and multi-rule selection. J. Glob. Optim. 64(1): 17-32 (2016)
[j21]
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  - journals/jgo/KrityakierneAS16
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Tipaluck Krityakierne, Taimoor Akhtar, Christine A. Shoemaker:
SOP: parallel surrogate global optimization with Pareto center selection for computationally expensive single objective problems. J. Glob. Optim. 66(3): 417-437 (2016)
[i1]
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Ilija Ilievski, Taimoor Akhtar, Jiashi Feng, Christine A. Shoemaker:
Hyperparameter Optimization of Deep Neural Networks Using Non-Probabilistic RBF Surrogate Model. CoRR abs/1607.08316 (2016)

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