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Laurence Aitchison

Massively Parallel Expectation Maximization For Approximate Posteriors

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Mar 11, 2025
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Position: Don't use the CLT in LLM evals with fewer than a few hundred datapoints

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Mar 04, 2025
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Jacobian Sparse Autoencoders: Sparsify Computations, Not Just Activations

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Feb 25, 2025
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Function-Space Learning Rates

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Feb 24, 2025
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Sparse Autoencoders Can Interpret Randomly Initialized Transformers

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Jan 29, 2025
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Why you don't overfit, and don't need Bayes if you only train for one epoch

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Nov 19, 2024
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Human-inspired Perspectives: A Survey on AI Long-term Memory

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Nov 01, 2024
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Stochastic Kernel Regularisation Improves Generalisation in Deep Kernel Machines

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Oct 08, 2024
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Residual Stream Analysis with Multi-Layer SAEs

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Sep 06, 2024
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Machine learning emulation of precipitation from km-scale regional climate simulations using a diffusion model

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Jul 19, 2024
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