Simon Mak
Orcid: 0000-0002-5693-7076
According to our database1,
Simon Mak
authored at least 33 papers
between 2017 and 2024.
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Bibliography
2024
A Graphical Multi-Fidelity Gaussian Process Model, with Application to Emulation of Heavy-Ion Collisions.
Technometrics, April, 2024
<i>e</i><sup>RPCA</sup>: Robust Principal Component Analysis for Exponential Family Distributions.
Stat. Anal. Data Min., April, 2024
Stacking Designs: Designing Multifidelity Computer Experiments with Target Predictive Accuracy.
SIAM/ASA J. Uncertain. Quantification, March, 2024
Hierarchical Shrinkage Gaussian Processes: Applications to Computer Code Emulation and Dynamical System Recovery.
SIAM/ASA J. Uncertain. Quantification, 2024
Conglomerate Multi-fidelity Gaussian Process Modeling, with Application to Heavy-Ion Collisions.
SIAM/ASA J. Uncertain. Quantification, 2024
Local transfer learning Gaussian process modeling, with applications to surrogate modeling of expensive computer simulators.
CoRR, 2024
Diverse Expected Improvement (DEI): Diverse Bayesian Optimization of Expensive Computer Simulators.
CoRR, 2024
A New Dataset, Notation Software, and Representation for Computational Schenkerian Analysis.
CoRR, 2024
Targeted Variance Reduction: Robust Bayesian Optimization of Black-Box Simulators with Noise Parameters.
CoRR, 2024
MaLT: Machine-Learning-Guided Test Case Design and Fault Localization of Complex Software Systems.
Proceedings of the 22nd ACM-IEEE International Symposium on Formal Methods and Models for System Design, 2024
SentHYMNent: An Interpretable and Sentiment-Driven Model for Algorithmic Melody Harmonization.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
2023
Technometrics, April, 2023
Technometrics, January, 2023
Additive Multi-Index Gaussian process modeling, with application to multi-physics surrogate modeling of the quark-gluon plasma.
CoRR, 2023
Proceedings of the 23rd IEEE International Conference on Software Quality, 2023
An Interpretable, Flexible, and Interactive Probabilistic Framework for Melody Generation.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
2022
Technometrics, 2022
2021
Function-on-Function Kriging, With Applications to Three-Dimensional Printing of Aortic Tissues.
Technometrics, 2021
BacHMMachine: An Interpretable and Scalable Model for Algorithmic Harmonization for Four-part Baroque Chorales.
CoRR, 2021
Sequential change-point detection for mutually exciting point processes over networks.
CoRR, 2021
CoRR, 2021
2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
2019
Analysis-of-Marginal-Tail-Means (ATM): A Robust Method for Discrete Black-Box Optimization.
Technometrics, 2019
2018
Kernel-smoothed proper orthogonal decomposition (KSPOD)-based emulation for prediction of spatiotemporally evolving flow dynamics.
CoRR, 2018
2017
Data-Driven Analysis and Common Proper Orthogonal Decomposition (CPOD)-Based Spatio-Temporal Emulator for Design Exploration.
CoRR, 2017