Thomas Walker

For a full list visit my Google Scholar page.

VQ-Kernels: Unraveling Deep Learning of High-Dimensional Data Geometry

[UniReps NeurIPS]

Centroid Affinity: How Deep Networks Represent Features

[MechInterp NeurIPS]

GrokAlign: Geometric Characterisation and Acceleration of Grokking

[arXiv] [HiDL ICML] [Blog]

arXiv

Concept Boundary Vectors

Thomas Walker

[Paper] [Blog]

arXiv

Tropical Expressivity of Neural Networks

[Paper] [Blog]

arXiv

Tightening the Evaluation of PAC Bounds Using Formal Verification Results

Thomas Walker, Alessio Lomuscio

[Paper] [Blog]

arXiv

The Prime Minister's Mathematical Propositions

Thomas Walker

[Article]

Imperial Natural Sciences Blog