Anson Lei

According to our database, Anson Lei authored at least 7 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

No Epoch Like the Present: Robust Climate Emulation Requires Out-of-Distribution Generalisation.

Bradley Stanley-Clamp, Anson Lei, Hannah M. Christensen, Ingmar Posner

CoRR, May, 2026

Disentangling Dynamical Systems: Causal Representation Learning Meets Local Sparse Attention.

Markus W. Baumgartner, Anson Lei, Joe Watson, Ingmar Posner

CoRR, March, 2026

2025

Sparse Attention Post-Training for Mechanistic Interpretability.

Florent Draye, Anson Lei, Ingmar Posner, Bernhard Schölkopf

CoRR, December, 2025

SPARTAN: A Sparse Transformer World Model Attending to What Matters.

Anson Lei, Bernhard Schölkopf, Ingmar Posner

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

SPARTAN: A Sparse Transformer Learning Local Causation.

Anson Lei, Bernhard Schölkopf, Ingmar Posner

CoRR, 2024

Compete and Compose: Learning Independent Mechanisms for Modular World Models.

Anson Lei, Frederik Nolte, Bernhard Schölkopf, Ingmar Posner

CoRR, 2024

2023

Variational Causal Dynamics: Discovering Modular World Models from Interventions.

Anson Lei, Bernhard Schölkopf, Ingmar Posner

Trans. Mach. Learn. Res., 2023