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Laurence Aitchison

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 1:13 AM AMS

11

papers

167

total citations

papers (11)

Position: Bayesian Deep Learning is Needed in the Age of Large-Scale AI

How to set AdamW's weight decay as you scale model and dataset size

Bayesian filtering unifies adaptive and non-adaptive neural network optimization methods

NEURIPS 2020arXiv

Position: Don't Use the CLT in LLM Evals With Fewer Than a Few Hundred Datapoints

Residual Stream Analysis with Multi-Layer SAEs

A variational approximate posterior for the deep Wishart process

NEURIPS 2021arXiv

Jacobian Sparse Autoencoders: Sparsify Computations, Not Just Activations

Convolutional Deep Kernel Machines

Function-Space Learning Rates

Taylor TD-learning

NEURIPS 2023arXiv

Scale-invariant attention

NEURIPS 2025arXiv