Research
All
2026
Inkly: A Data-Informed and Context-Aware System for HPC Job Execution
Proceedings of the 35th International Symposium on High-Performance Parallel and Distributed Computing
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13 Jul 2026
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doi:10.1145/3806645.3818789
EvoTS: Evolutionary Transformer Search for Time Series Forecasting
Proceedings of the Genetic and Evolutionary Computation Conference
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10 Jul 2026
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doi:10.1145/3795095.3805078
Uncertainty-Aware 3D Position Refinement for Multi-UAV Systems
arXiv
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14 May 2026
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arXiv:2605.13500
2025
Best Practices For Empirical Meta-Algorithmic Research: Guidelines from the COSEAL Research Network
arXiv
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22 Dec 2025
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arXiv:2512.16491
mlr3extralearners: Expanding the mlr3 Ecosystem with Community-Driven Learner Integration
Journal of Open Source Software
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17 Nov 2025
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doi:10.21105/joss.08331
Dude, Who’s Driving My Car? Detecting Familiar and Unfamiliar Drivers Using CAN Bus Data
2025 10th International Conference on Smart and Sustainable Technologies (SpliTech)
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16 Jun 2025
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doi:10.23919/SpliTech65624.2025.11091774
2024
Beyond Regression and Classification
Chapman and Hall/CRC
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17 Jan 2024
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2022
Opening the Black Box: Automated Software Analysis for Algorithm Selection
Proceedings of the First International Conference on Automated Machine Learning
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19 Sep 2022
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https://proceedings.mlr.press/v188/pulatov22a.html
Opening the Black Box: Automated Software Analysis for Algorithm Selection
17th INFORMS Computing Society Conference 2022
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25 Jan 2022
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2021
Opening the Black Box: Automated Software Analysis for Algorithm Selection
Doctoral Program of 27th International Conference on Principles and Practice of Constraint Programming
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25 Oct 2021
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Porting IDL programs into Python for GPU-Accelerated In-situ Analysis
2021 Boulder Summer Student Research Symposium
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26 Jul 2021
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2020
Opening the Black Box: Automatically Characterizing Software for Algorithm Selection (Student Abstract)
Proceedings of the AAAI Conference on Artificial Intelligence
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03 Apr 2020
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https://doi.org/10.1609/aaai.v34i10.7222
2019
Utilizing software features for algorithm selection
COSEAL Workshop, co-located with the 15th ACM/SIGEVO Workshop on Foundations of Genetic Algorithms
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26 Aug 2019
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Modelling Algorithmic Performance
Rocky Mountain Advanced Computing Consortium
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21 May 2019
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