Alexander Roman

18 papers Misc 1Journal 16Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AI Agents for Variational Quantum Circuit Design. CoRR Marco Knipfer, Alexander Roman, Konstantin T. Matchev, Katia Matcheva, Sergei Gleyzer
2026	J	`jnl`	ASTER - Agentic Science Toolkit for Exoplanet Research. CoRR Emilie Panek, Alexander Roman, Gaurav Shukla, Leonardo Pagliaro, Katia Matcheva, Konstantin T. Matchev
2026	J	`jnl`	Hunting for "Oddballs" with Machine Learning: Detecting Anomalous Exoplanets Using a Deep-Learned Low-Dimensional Representation of Transit Spectra with Autoencoders. CoRR Alexander Roman, Emilie Panek, Roy T. Forestano, Eyup B. Unlu, Katia Matcheva, Konstantin T. Matchev
2026	J	`jnl`	Orchestral AI: A Framework for Agent Orchestration. CoRR Alexander Roman, Jacob Roman
2026	J	`jnl`	The Pareto Frontiers of Magic and Entanglement: The Case of Two Qubits. CoRR Alexander Roman, Marco Knipfer, Jogi Suda Neto, Konstantin T. Matchev, Katia Matcheva, Sergei Gleyzer
2025	J	`jnl`	Towards shutdownable agents via stochastic choice. Trans. Mach. Learn. Res. Elliott Thornley, Alexander Roman, Christos Ziakas, Louis Thomson, Leyton Ho
2024	J	`jnl`	Towards shutdownable agents via stochastic choice. CoRR Elliott Thornley, Alexander Roman, Christos Ziakas, Leyton Ho, Louis Thomson
2023	J	`jnl`	Accelerated Discovery of Machine-Learned Symmetries: Deriving the Exceptional Lie Groups G2, F4 and E6. CoRR Roy T. Forestano, Konstantin T. Matchev, Katia Matcheva, Alexander Roman, Eyup B. Unlu, Sarunas Verner
2023	J	`jnl`	Deep Learning Symmetries and Their Lie Groups, Algebras, and Subalgebras from First Principles. CoRR Roy T. Forestano, Konstantin T. Matchev, Katia Matcheva, Alexander Roman, Eyup Unlu, Sarunas Verner
2023	J	`jnl`	Deep learning symmetries and their Lie groups, algebras, and subalgebras from first principles. Mach. Learn. Sci. Technol. Roy T. Forestano, Konstantin T. Matchev, Katia Matcheva, Alexander Roman, Eyup B. Unlu, Sarunas Verner
2023	J	`jnl`	Discovering Sparse Representations of Lie Groups with Machine Learning. CoRR Roy T. Forestano, Konstantin T. Matchev, Katia Matcheva, Alexander Roman, Eyup B. Unlu, Sarunas Verner
2023	J	`jnl`	Identifying the Group-Theoretic Structure of Machine-Learned Symmetries. CoRR Roy T. Forestano, Konstantin T. Matchev, Katia Matcheva, Alexander Roman, Eyup B. Unlu, Sarunas Verner
2023	J	`jnl`	Oracle-Preserving Latent Flows. CoRR Alexander Roman, Roy T. Forestano, Konstantin T. Matchev, Katia Matcheva, Eyup B. Unlu
2023	J	`jnl`	Oracle-Preserving Latent Flows. Symmetry Alexander Roman, Roy T. Forestano, Konstantin T. Matchev, Katia Matcheva, Eyup B. Unlu
2023	Misc	`conf`	Simulation-Based Optimization of Air Force Mission Planning. WSC Mihaela Lechner, Alexander Roman, Tobias Uhlig, Oliver Rose, Thomas Mayer
2022	J	`jnl`	Unsupervised Machine Learning for Exploratory Data Analysis of Exoplanet Transmission Spectra. CoRR Konstantin T. Matchev, Katia Matcheva, Alexander Roman
2021	J	`jnl`	Analytical Modelling of Exoplanet Transit Specroscopy with Dimensional Analysis and Symbolic Regression. CoRR Konstantin T. Matchev, Katia Matcheva, Alexander Roman
2021	—	`conf`	Lessons Learned from Ariel Data Challenge 2022 - Inferring Physical Properties of Exoplanets From Next-Generation Telescopes. NeurIPS (Competition and Demos) 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