Daniel Murfet

32 papers A* 2A 1Journal 29
YearRankTypeTitle / Venue / Authors
2026 J jnl
Gentzen-Mints-Zucker duality.
Math. Struct. Comput. Sci.
Daniel Murfet, William Troiani
2026 J jnl
Linear logic and the Hilbert scheme.
Math. Struct. Comput. Sci.
Daniel Murfet, William Troiani
2026 J jnl
Patterning: The Dual of Interpretability.
CoRR
George Wang, Daniel Murfet
2026 J jnl
Stagewise Reinforcement Learning and the Geometry of the Regret Landscape.
CoRR
Chris Elliott, Einar Urdshals, David Quarel, Matthew Farrugia-Roberts, Daniel Murfet
2026 J jnl
Towards Spectroscopy: Susceptibility Clusters in Language Models.
CoRR
Andrew Gordon, Garrett Baker, George Wang, William Snell, Stan van Wingerden, Daniel Murfet
2025 J jnl
Compressibility Measures Complexity: Minimum Description Length Meets Singular Learning Theory.
CoRR
Einar Urdshals, Edmund Lau, Jesse Hoogland, Stan van Wingerden, Daniel Murfet
2025 A* conf
Differentiation and Specialization of Attention Heads via the Refined Local Learning Coefficient.
ICLR
George Wang, Jesse Hoogland, Stan van Wingerden, Zach Furman, Daniel Murfet
2025 J jnl
Dynamics of Transient Structure in In-Context Linear Regression Transformers.
CoRR
Liam Carroll, Jesse Hoogland, Matthew Farrugia-Roberts, Daniel Murfet
2025 J jnl
Embryology of a Language Model.
CoRR
George Wang, Garrett Baker, Andrew Gordon, Daniel Murfet
2025 J jnl
Loss Landscape Degeneracy and Stagewise Development in Transformers.
Trans. Mach. Learn. Res.
Jesse Hoogland, George Wang, Matthew Farrugia-Roberts, Liam Carroll, Susan Wei, Daniel Murfet
2025 J jnl
Modes of Sequence Models and Learning Coefficients.
CoRR
Zhongtian Chen, Daniel Murfet
2025 J jnl
Open Problems in Mechanistic Interpretability.
CoRR
Lee Sharkey, Bilal Chughtai, Joshua Batson, Jack Lindsey, Jeff Wu, Lucius Bushnaq, Nicholas Goldowsky-Dill, Stefan Heimersheim, Alejandro Ortega, Joseph Isaac Bloom, Stella Biderman, Adrià Garriga-Alonso, Arthur Conmy, Neel Nanda, Jessica Rumbelow, Martin Wattenberg, Nandi Schoots, Joseph Miller, Eric J. Michaud, Stephen Casper, Max Tegmark, William Saunders, David Bau, Eric Todd, Atticus Geiger, Mor Geva, Jesse Hoogland, Daniel Murfet, Tom McGrath
2025 J jnl
Open Problems in Mechanistic Interpretability.
Trans. Mach. Learn. Res.
Lee Sharkey, Bilal Chughtai, Joshua Batson, Jack Lindsey, Jeffrey Wu, Lucius Bushnaq, Nicholas Goldowsky-Dill, Stefan Heimersheim, Alejandro Ortega, Joseph Isaac Bloom, Stella Biderman, Adrià Garriga-Alonso, Arthur Conmy, Neel Nanda, Jessica Rumbelow, Martin Wattenberg, Nandi Schoots, Joseph Miller, William Saunders, Eric J. Michaud, Stephen Casper, Max Tegmark, David Bau, Eric Todd, Atticus Geiger, Mor Geva, Jesse Hoogland, Daniel Murfet, Tom McGrath
2025 J jnl
Programs as Singularities.
CoRR
Daniel Murfet, William Troiani
2025 J jnl
Studying Small Language Models with Susceptibilities.
CoRR
Garrett Baker, George Wang, Jesse Hoogland, Daniel Murfet
2025 A conf
The Local Learning Coefficient: A Singularity-Aware Complexity Measure.
AISTATS
Edmund Lau, Zach Furman, George Wang, Daniel Murfet, Susan Wei
2025 J jnl
You Are What You Eat - AI Alignment Requires Understanding How Data Shapes Structure and Generalisation.
CoRR
Simon Pepin Lehalleur, Jesse Hoogland, Matthew Farrugia-Roberts, Susan Wei, Alexander Gietelink Oldenziel, George Wang, Liam Carroll, Daniel Murfet
2024 J jnl
Differentiation and Specialization of Attention Heads via the Refined Local Learning Coefficient.
CoRR
George Wang, Jesse Hoogland, Stan van Wingerden, Zach Furman, Daniel Murfet
2024 J jnl
The Developmental Landscape of In-Context Learning.
CoRR
Jesse Hoogland, George Wang, Matthew Farrugia-Roberts, Liam Carroll, Susan Wei, Daniel Murfet
2023 J jnl
Deep Learning Is Singular, and That's Good.
IEEE Trans. Neural Networks Learn. Syst.
Susan Wei, Daniel Murfet, Mingming Gong, Hui Li, Jesse Gell-Redman, Thomas Quella
2023 J jnl
Dynamical versus Bayesian Phase Transitions in a Toy Model of Superposition.
CoRR
Zhongtian Chen, Edmund Lau, Jake Mendel, Susan Wei, Daniel Murfet
2023 J jnl
Quantifying degeneracy in singular models via the learning coefficient.
CoRR
Edmund Lau, Daniel Murfet, Susan Wei
2022 J jnl
Elimination and cut-elimination in multiplicative linear logic.
CoRR
Daniel Murfet, William Troiani
2021 J jnl
Geometry of Program Synthesis.
CoRR
James Clift, Daniel Murfet, James Wallbridge
2020 J jnl
Cofree coalgebras and differential linear logic.
Math. Struct. Comput. Sci.
James Clift, Daniel Murfet
2020 J jnl
Deep Learning is Singular, and That's Good.
CoRR
Daniel Murfet, Susan Wei, Mingming Gong, Hui Li, Jesse Gell-Redman, Thomas Quella
2020 J jnl
Encodings of Turing machines in linear logic.
Math. Struct. Comput. Sci.
James Clift, Daniel Murfet
2020 J jnl
Gentzen-Mints-Zucker duality.
CoRR
Daniel Murfet, William Troiani
2020 A* conf
Logic and the 2-Simplicial Transformer.
ICLR
James Clift, Dmitry Doryn, Daniel Murfet, James Wallbridge
2019 J jnl
Logic and the 2-Simplicial Transformer.
CoRR
James Clift, Dmitry Doryn, Daniel Murfet, James Wallbridge
2017 J jnl
Cofree coalgebras and differential linear logic.
CoRR
James Clift, Daniel Murfet
2014 J jnl
Logic and linear algebra: an introduction.
CoRR
Daniel Murfet