Kola Ayonrinde

According to our database, Kola Ayonrinde authored at least 5 papers between 2024 and 2025.

Collaborative distances:

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

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

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