Alexander Roman

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Symbolic Regression

Oracle Database Administration

Infinite Dimensional

Top Venues

NeurIPS (Competition and Demos)

Publications

Elliott Thornley, Alexander Roman, Christos Ziakas, Leyton Ho, Louis Thomson
Towards shutdownable agents via stochastic choice. CoRR (2024)
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 (2023)
Mihaela Lechner, Alexander Roman, Tobias Uhlig, Oliver Rose, Thomas Mayer
Simulation-Based Optimization of Air Force Mission Planning. WSC (2023)
Alexander Roman, Roy T. Forestano, Konstantin T. Matchev, Katia Matcheva, Eyup B. Unlu
Oracle-Preserving Latent Flows. Symmetry 15 (7) (2023)
Alexander Roman, Roy T. Forestano, Konstantin T. Matchev, Katia Matcheva, Eyup B. Unlu
Oracle-Preserving Latent Flows. CoRR (2023)
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 (2023)
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 (2023)
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 (2023)
Konstantin T. Matchev, Katia Matcheva, Alexander Roman
Unsupervised Machine Learning for Exploratory Data Analysis of Exoplanet Transmission Spectra. CoRR (2022)
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)
Konstantin T. Matchev, Katia Matcheva, Alexander Roman
Analytical Modelling of Exoplanet Transit Specroscopy with Dimensional Analysis and Symbolic Regression. CoRR (2021)