Michael T. Pearce

According to our database¹, Michael T. Pearce authored at least 4 papers between 2024 and 2025.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of five.

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2025

Bilinear MLPs enable weight-based mechanistic interpretability.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Sparse Autoencoders Do Not Find Canonical Units of Analysis.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

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

[BibT_eX]

[DOI]

Kola Ayonrinde

Michael T. Pearce

Lee Sharkey

CoRR, 2024

Weight-based Decomposition: A Case for Bilinear MLPs.

[BibT_eX]

[DOI]

Michael T. Pearce

Thomas Dooms

Alice Rigg

CoRR, 2024

Michael T. Pearce

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