Stefan M. Wild
Orcid: 0000-0002-6099-2772Affiliations:
- Mathematics and Computer Science Division, Argonne National Laboratory
According to our database1,
Stefan M. Wild
authored at least 83 papers
between 2004 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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on orcid.org
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on github.com
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on mcs.anl.gov
On csauthors.net:
Bibliography
2024
Sequential Bayesian Experimental Design for Calibration of Expensive Simulation Models.
Technometrics, April, 2024
Technometrics, 2024
Stochastic Trust-Region Algorithm in Random Subspaces with Convergence and Expected Complexity Analyses.
SIAM J. Optim., 2024
2023
Math. Program. Comput., June, 2023
DeepAstroUDA: semi-supervised universal domain adaptation for cross-survey galaxy morphology classification and anomaly detection.
Mach. Learn. Sci. Technol., June, 2023
Modeling approaches for addressing unrelaxable bound constraints with unconstrained optimization methods.
Optim. Lett., April, 2023
J. Open Source Softw., February, 2023
Trans. Mach. Learn. Res., 2023
A framework for fully autonomous design of materials via multiobjective optimization and active learning: challenges and next steps.
CoRR, 2023
CoRR, 2023
2022
libEnsemble: A Library to Coordinate the Concurrent Evaluation of Dynamic Ensembles of Calculations.
IEEE Trans. Parallel Distributed Syst., 2022
DeepAdversaries: examining the robustness of deep learning models for galaxy morphology classification.
Mach. Learn. Sci. Technol., 2022
Numerical evidence against advantage with quantum fidelity kernels on classical data.
CoRR, 2022
Semi-Supervised Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection.
CoRR, 2022
Proceedings of the IEEE/ACM Workshop on Workflows in Support of Large-Scale Science, 2022
2021
SIAM J. Sci. Comput., 2021
CoRR, 2021
Emerging Frameworks for Advancing Scientific Workflows Research, Development, and Education.
Proceedings of the 2021 IEEE Workshop on Workflows in Support of Large-Scale Science (WORKS), 2021
Proceedings of the Computational Science - ICCS 2021, 2021
Proceedings of the Computational Science - ICCS 2021, 2021
2020
Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020
2019
Simultaneous Sensing Error Recovery and Tomographic Inversion Using an Optimization-Based Approach.
SIAM J. Sci. Comput., 2019
Scalable reinforcement-learning-based neural architecture search for cancer deep learning research.
Proceedings of the International Conference for High Performance Computing, 2019
Proceedings of the 48th International Conference on Parallel Processing, 2019
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
2018
Manifold Sampling for Optimization of Nonconvex Functions That Are Piecewise Linear Compositions of Smooth Components.
SIAM J. Optim., 2018
Math. Program. Comput., 2018
Machine Learning Based Parallel I/O Predictive Modeling: A Case Study on Lustre File Systems.
Proceedings of the High Performance Computing - 33rd International Conference, 2018
Proceedings of the 25th IEEE International Conference on High Performance Computing, 2018
Proceedings of the IEEE International Conference on Cluster Computing, 2018
2017
CONORBIT: constrained optimization by radial basis function interpolation in trust regions.
Optim. Methods Softw., 2017
Analysis and Correlation of Application I/O Performance and System-Wide I/O Activity.
Proceedings of the 2017 International Conference on Networking, Architecture, and Storage, 2017
Proceedings of the Euro-Par 2017: Parallel Processing - 23rd International Conference on Parallel and Distributed Computing, Santiago de Compostela, Spain, August 28, 2017
Understanding and Improving the Trust in Results of Numerical Simulations and Scientific Data Analytics.
Proceedings of the Euro-Par 2017: Parallel Processing Workshops, 2017
2016
Technometrics, 2016
Optimization-Based Approach for Joint X-Ray Fluorescence and Transmission Tomographic Inversion.
SIAM J. Imaging Sci., 2016
Doing Moore with Less - Leapfrogging Moore's Law with Inexactness for Supercomputing.
CoRR, 2016
Proceedings of the High Performance Computing - 31st International Conference, 2016
Overcoming the power wall by exploiting inexactness and emerging COTS architectural features: Trading precision for improving application quality.
Proceedings of the 29th IEEE International System-on-Chip Conference, 2016
Bayesian optimization under mixed constraints with a slack-variable augmented Lagrangian.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016
Management, analysis, and visualization of experimental and observational data - The convergence of data and computing.
Proceedings of the 12th IEEE International Conference on e-Science, 2016
2015
ACCOLADES: A Scalable Workflow Framework for Large-Scale Simulation and Analyses of Automotive Engines.
Proceedings of the High Performance Computing - 30th International Conference, 2015
Proceedings of the International Conference on Computational Science, 2015
Proceedings of the 23rd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2015
Proceedings of the 2015 IEEE International Conference on Cluster Computing, 2015
Proceedings of the 2015 IEEE International Conference on Cluster Computing, 2015
2014
Proceedings of the High Performance Computing Systems. Performance Modeling, Benchmarking, and Simulation, 2014
Proceedings of the 23rd International Symposium on High-Performance Parallel and Distributed Computing, 2014
Proceedings of the 2014 IEEE International Conference on Cluster Computing, 2014
2013
Global Convergence of Radial Basis Function Trust-Region Algorithms for Derivative-Free Optimization.
SIAM Rev., 2013
Axially deformed solution of the Skyrme-Hartree-Fock-Bogoliubov equations using the transformed harmonic oscillator basis (II) hfbtho v2.00d: A new version of the program.
Comput. Phys. Commun., 2013
Comput. Phys. Commun., 2013
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2013
Proceedings of the High Performance Computing Systems. Performance Modeling, Benchmarking and Simulation, 2013
Proceedings of the Parallel Computing: Accelerating Computational Science and Engineering (CSE), 2013
Proceedings of the 2013 IEEE International Conference on Cluster Computing, 2013
2012
Proceedings of the International Conference on Computational Science, 2012
An Experimental Study of Global and Local Search Algorithms in Empirical Performance Tuning.
Proceedings of the High Performance Computing for Computational Science, 2012
2011
SIAM J. Optim., 2011
Proceedings of the International Conference on Computational Science, 2011
2009
2008
SIAM J. Sci. Comput., 2008
2007
Proceedings of the 9th International Conference on Electronic Commerce: The Wireless World of Electronic Commerce, 2007
2004
Pattern Recognit., 2004