Jack W. Miller

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Document Ranking

Language Generation

Top Venues

Trans. Mach. Learn. Res.

Publications

Jack W. Miller, Charles O'Neill, Thang D. Bui
Grokking Beyond Neural Networks: An Empirical Exploration with Model Complexity. Trans. Mach. Learn. Res. 2024 (2024)
Jack W. Miller, Patrick Gleeson, Charles O'Neill, Thang Bui, Noam Levi
Measuring Sharpness in Grokking. CoRR (2024)
Charles O'Neill, Jack W. Miller, Ioana Ciuca, Yuan-Sen Ting, Thang Bui
Adversarial Fine-Tuning of Language Models: An Iterative Optimisation Approach for the Generation and Detection of Problematic Content. CoRR (2023)
Jack W. Miller, Charles O'Neill, Thang Bui
Grokking Beyond Neural Networks: An Empirical Exploration with Model Complexity. CoRR (2023)
Charles O'Neill, Yuan-Sen Ting, Ioana Ciuca, Jack W. Miller, Thang Bui
Steering Language Generation: Harnessing Contrastive Expert Guidance and Negative Prompting for Coherent and Diverse Synthetic Data Generation. CoRR (2023)
Tuan Dung Nguyen, Yuan-Sen Ting, Ioana Ciuca, Charlie O'Neill, Ze-Chang Sun, Maja Jablonska, Sandor Kruk, Ernest Perkowski, Jack W. Miller, Jason Li, Josh Peek, Kartheik Iyer, Tomasz Rózanski, Pranav Khetarpal, Sharaf Zaman, David Brodrick, Sergio J. Rodríguez Méndez, Thang Bui, Alyssa Goodman, Alberto Accomazzi, Jill P. Naiman, Jesse Cranney, Kevin Schawinski, UniverseTBD
AstroLLaMA: Towards Specialized Foundation Models in Astronomy. CoRR (2023)
Jack W. Miller, Charles O'Neill, Navid C. Constantinou, Omri Azencot
Eigenvalue initialisation and regularisation for Koopman autoencoders. CoRR (2022)