Kola Ayonrinde

According to our database, Kola Ayonrinde authored at least 8 papers between 2024 and 2026.

Collaborative distances:

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

2026

From Mechanistic to Compositional Interpretability.

Ward Gauderis, Thomas Dooms, Steven T. Holmer, Kola Ayonrinde, Geraint A. Wiggins

CoRR, May, 2026

2025

Auditing Games for Sandbagging.

Jordan Taylor, Sid Black, Dillon Bowen, Thomas Read, Satvik Golechha, Alex Zelenka-Martin, Oliver Makins, Connor Kissane, Kola Ayonrinde, Jacob Merizian, Samuel Marks, Chris Cundy, Joseph Isaac Bloom

CoRR, December, 2025

Evaluating Explanations: An Explanatory Virtues Framework for Mechanistic Interpretability - The Strange Science Part I.ii.

Kola Ayonrinde, Louis Jaburi

CoRR, May, 2025

A Mathematical Philosophy of Explanations in Mechanistic Interpretability - The Strange Science Part I.i.

Kola Ayonrinde, Louis Jaburi

CoRR, May, 2025

SAEBench: A Comprehensive Benchmark for Sparse Autoencoders in Language Model Interpretability.

Adam Karvonen, Can Rager, Johnny Lin, Curt Tigges, Joseph Isaac Bloom, David Chanin, Yeu-Tong Lau, Eoin Farrell, Callum McDougall, Kola Ayonrinde, Matthew Wearden, Arthur Conmy, Samuel Marks, Neel Nanda

CoRR, March, 2025

SAEBench: A Comprehensive Benchmark for Sparse Autoencoders in Language Model Interpretability.

Adam Karvonen, Can Rager, Johnny Lin, Curt Tigges, Joseph Isaac Bloom, David Chanin, Yeu-Tong Lau, Eoin Farrell, Callum McDougall, Kola Ayonrinde, Demian Till, Matthew Wearden, Arthur Conmy, Samuel Marks, Neel Nanda

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Adaptive Sparse Allocation with Mutual Choice & Feature Choice Sparse Autoencoders.

Kola Ayonrinde

CoRR, 2024

Interpretability as Compression: Reconsidering SAE Explanations of Neural Activations with MDL-SAEs.

Kola Ayonrinde, Michael T. Pearce, Lee Sharkey

CoRR, 2024