Edward Hirst

13 papers Journal 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Machine Learning Approach to the Nirenberg Problem. CoRR Gianfranco Cortés, Maria Esteban-Casadevall, Yueqing Feng, Jonas Henkel, Edward Hirst, Tancredi Schettini Gherardini, Alexander G. Stapleton
2026	J	`jnl`	Neural and numerical methods for G CoRR Elli Heyes, Edward Hirst, Henrique N. Sá Earp, Tomás S. R. Silva
2026	J	`jnl`	Versor: A Geometric Sequence Architecture. CoRR Truong Minh Huy, Edward Hirst
2025	J	`jnl`	Approximate Gaussianity Beyond Initialisation in Neural Networks. CoRR Edward Hirst, Sanjaye Ramgoolam
2025	J	`jnl`	Grokking vs. Learning: Same Features, Different Encodings. CoRR Dmitry Manning-Coe, Jacopo Gliozzi, Alexander G. Stapleton, Edward Hirst, Giuseppe De Tomasi, Barry Bradlyn, David S. Berman
2024	J	`jnl`	Calabi-Yau links and machine learning. Int. J. Data Sci. Math. Sci. Edward Hirst
2024	J	`jnl`	Machine Learning Mutation-Acyclicity of Quivers. CoRR Kymani T. K. Armstrong-Williams, Edward Hirst, Blake Jackson, Kyu-Hwan Lee
2023	J	`jnl`	Machine Learning Clifford invariants of ADE Coxeter elements. CoRR Siqi Chen, Pierre-Philippe Dechant, Yang-Hui He, Elli Heyes, Edward Hirst, Dmitrii Riabchenko
2023	—	`—`	Machine-learning and data science techniques in string and gauge theories. Edward Hirst
2023	J	`jnl`	Neurons on amoebae. J. Symb. Comput. Jiakang Bao, Yang-Hui He, Edward Hirst
2023	J	`jnl`	Polytopes and machine learning. Int. J. Data Sci. Math. Sci. Jiakang Bao, Yang-Hui He, Edward Hirst, Johannes Hofscheier, Alexander M. Kasprzyk, Suvajit Majumder
2022	J	`jnl`	Cluster Algebras: Network Science and Machine Learning. CoRR Pierre-Philippe Dechant, Yang-Hui He, Elli Heyes, Edward Hirst
2021	J	`jnl`	Neurons on Amoebae. CoRR Jiakang Bao, Yang-Hui He, Edward Hirst

2025 Best paper conf

Assessing the Effectiveness of the Tigress Obfuscator Against MOPSA and BinaryNinja.

CheckMATE

Nicolò Altamura, Enrico Bragastini, Marco Campion, Mila Dalla Preda

2026 Best paper preprint

ASSEMBLAGE-DEEPHISTORY: A Cross-Build Binary Dataset with Temporal Coverage.

arXiv

Chang Liu, Noah Fleischmann, Nicolò Altamura, Edward Raff, James Holt, Kristopher Micinski