Charles O'Neill

21 papers A* 1Journal 18Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Procedural Generation of Algorithm Discovery Tasks in Machine Learning. CoRR Alexander David Goldie, Zilin Wang, Adrian Hayler, Deepak Nathani, Edan Toledo, Ken Thampiratwong, Aleksandra Kalisz, Michael Beukman, Alistair Letcher, Shashank Reddy, Clarisse Wibault, Theo Wolf, Charles O'Neill, Uljad Berdica, Nicholas Roberts, Saeed Rahmani, Hannah Erlebach, Roberta Raileanu, Shimon Whiteson, Jakob N. Foerster
2025	J	`jnl`	A Single Direction of Truth: An Observer Model's Linear Residual Probe Exposes and Steers Contextual Hallucinations. CoRR Charles O'Neill, Slava Chalnev, Chi Chi Zhao, Max Kirkby, Mudith Jayasekara
2025	A*	`conf`	Compute Optimal Inference and Provable Amortisation Gap in Sparse Autoencoders. ICML Charles O'Neill, Alim Gumran, David A. Klindt
2025	J	`jnl`	From superposition to sparse codes: interpretable representations in neural networks. CoRR David A. Klindt, Charles O'Neill, Patrik Reizinger, Harald Maurer, Nina Miolane
2025	J	`jnl`	Resurrecting the Salmon: Rethinking Mechanistic Interpretability with Domain-Specific Sparse Autoencoders. CoRR Charles O'Neill, Mudith Jayasekara, Max Kirkby
2025	J	`jnl`	Self-Attention as a Parametric Endofunctor: A Categorical Framework for Transformer Architectures. CoRR Charles O'Neill
2025	J	`jnl`	Sparks of Science: Hypothesis Generation Using Structured Paper Data. CoRR Charles O'Neill, Tirthankar Ghosal, Roberta Raileanu, Mike Walmsley, Thang D. Bui, Kevin Schawinski, Ioana Ciuca
2024	J	`jnl`	Compute Optimal Inference and Provable Amortisation Gap in Sparse Autoencoders. CoRR Charles O'Neill, David A. Klindt
2024	J	`jnl`	Designing an Evaluation Framework for Large Language Models in Astronomy Research. CoRR John F. Wu, Alina Hyk, Kiera McCormick, Christine Ye, Simone Astarita, Elina Baral, Jo Ciuca, Jesse Cranney, Anjalie Field, Kartheik Iyer, Philipp Koehn, Jenn Kotler, Sandor Kruk, Michelle Ntampaka, Charles O'Neill, Joshua E. G. Peek, Sanjib Sharma, Mikaeel Yunus
2024	J	`jnl`	Disentangling Dense Embeddings with Sparse Autoencoders. CoRR Charles O'Neill, Christine Ye, Kartheik Iyer, John F. Wu
2024	J	`jnl`	Grokking Beyond Neural Networks: An Empirical Exploration with Model Complexity. Trans. Mach. Learn. Res. Jack W. Miller, Charles O'Neill, Thang D. Bui
2024	J	`jnl`	Measuring Sharpness in Grokking. CoRR Jack W. Miller, Patrick J. Gleeson, Charles O'Neill, Thang D. Bui, Noam Levi
2024	J	`jnl`	Sparse Autoencoders Enable Scalable and Reliable Circuit Identification in Language Models. CoRR Charles O'Neill, Thang D. Bui
2024	J	`jnl`	pathfinder: A Semantic Framework for Literature Review and Knowledge Discovery in Astronomy. CoRR Kartheik Iyer, Mikaeel Yunus, Charles O'Neill, Christine Ye, Alina Hyk, Kiera McCormick, Ioana Ciuca, John F. Wu, Alberto Accomazzi, Simone Astarita, Rishabh Chakrabarty, Jesse Cranney, Anjalie Field, Tirthankar Ghosal, Michele Ginolfi, Marc Huertas-Company, Maja Jablonska, Sandor Kruk, Huiling Liu, Gabriel Marchidan, Rohit Mistry, Jill P. Naiman, Joshua E. G. Peek, Mugdha Polimera, Sergio J. Rodríguez Méndez, Kevin Schawinski, Sanjib Sharma, Michael J. Smith, Yuan-Sen Ting, Mike Walmsley
2023	J	`jnl`	Adversarial Fine-Tuning of Language Models: An Iterative Optimisation Approach for the Generation and Detection of Problematic Content. CoRR Charles O'Neill, Jack W. Miller, Ioana Ciuca, Yuan-Sen Ting, Thang D. Bui
2023	J	`jnl`	Grokking Beyond Neural Networks: An Empirical Exploration with Model Complexity. CoRR Jack W. Miller, Charles O'Neill, Thang D. Bui
2023	J	`jnl`	Rice paddy disease classifications using CNNs. CoRR Charles O'Neill
2023	J	`jnl`	Steering Language Generation: Harnessing Contrastive Expert Guidance and Negative Prompting for Coherent and Diverse Synthetic Data Generation. CoRR Charles O'Neill, Yuan-Sen Ting, Ioana Ciuca, Jack W. Miller, Thang D. Bui
2022	J	`jnl`	Eigenvalue initialisation and regularisation for Koopman autoencoders. CoRR Jack W. Miller, Charles O'Neill, Navid C. Constantinou, Omri Azencot
2008	—	`conf`	Design and Development of an Interactive Sonification Interface for hearing Images. ICMC Charles O'Neill, Kia Ng
2008	—	`conf`	Hearing images: interactive sonification interface for images. EVA Charles O'Neill, Kia Ng