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Journal Articles
- 2023
[j1]Alexander Roman
, Roy T. Forestano, Konstantin T. Matchev, Katia Matcheva, Eyup B. Unlu:
Oracle-Preserving Latent Flows. Symmetry 15(7): 1352 (2023)
Conference and Workshop Papers
- 2023
- [c2]Mihaela Lechner, Alexander Roman, Tobias Uhlig, Oliver Rose, Thomas Mayer:
Simulation-Based Optimization of Air Force Mission Planning. WSC 2023: 2427-2438 - 2021
- [c1]Kai Hou Yip, Quentin Changeat, Ingo P. Waldmann, Eyup B. Unlu, Roy T. Forestano, Alexander Roman, Katia Matcheva, Konstantin T. Matchev, Stefan Stefanov, Ondrej Podsztavek, Mario Morvan, Nikolaos Nikolaou, Ahmed F. Al-Refaie, Clare Jenner, Chris Johnson, Angelos Tsiaras, Billy Edwards, Catarina Alves de Oliveira, Jeyan Thiyagalingam, Pierre-Olivier Lagage, James Cho, Giovanna Tinetti:
Lessons Learned from Ariel Data Challenge 2022 - Inferring Physical Properties of Exoplanets From Next-Generation Telescopes. NeurIPS (Competition and Demos) 2021: 1-17
Informal and Other Publications
- 2024
- [i8]Elliott Thornley, Alexander Roman, Christos Ziakas, Leyton Ho, Louis Thomson:
Towards shutdownable agents via stochastic choice. CoRR abs/2407.00805 (2024) - 2023
- [i7]Roy T. Forestano, Konstantin T. Matchev, Katia Matcheva, Alexander Roman, Eyup Unlu, Sarunas Verner:
Deep Learning Symmetries and Their Lie Groups, Algebras, and Subalgebras from First Principles. CoRR abs/2301.05638 (2023) - [i6]Alexander Roman, Roy T. Forestano, Konstantin T. Matchev, Katia Matcheva, Eyup B. Unlu:
Oracle-Preserving Latent Flows. CoRR abs/2302.00806 (2023) - [i5]Roy T. Forestano, Konstantin T. Matchev, Katia Matcheva, Alexander Roman, Eyup B. Unlu, Sarunas Verner:
Discovering Sparse Representations of Lie Groups with Machine Learning. CoRR abs/2302.05383 (2023) - [i4]Roy T. Forestano, Konstantin T. Matchev, Katia Matcheva, Alexander Roman, Eyup B. Unlu, Sarunas Verner:
Accelerated Discovery of Machine-Learned Symmetries: Deriving the Exceptional Lie Groups G2, F4 and E6. CoRR abs/2307.04891 (2023) - [i3]Roy T. Forestano, Konstantin T. Matchev, Katia Matcheva, Alexander Roman, Eyup B. Unlu, Sarunas Verner:
Identifying the Group-Theoretic Structure of Machine-Learned Symmetries. CoRR abs/2309.07860 (2023) - 2022
- [i2]Konstantin T. Matchev, Katia Matcheva, Alexander Roman:
Unsupervised Machine Learning for Exploratory Data Analysis of Exoplanet Transmission Spectra. CoRR abs/2201.02696 (2022) - 2021
- [i1]Konstantin T. Matchev, Katia Matcheva, Alexander Roman:
Analytical Modelling of Exoplanet Transit Specroscopy with Dimensional Analysis and Symbolic Regression. CoRR abs/2112.11600 (2021)
Coauthor Index
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