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Laurence Aitchison

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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Questionable practices in machine learning

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Jul 17, 2024
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Using Neural Networks for Data Cleaning in Weather Datasets

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Jun 21, 2024
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Instruction Tuning With Loss Over Instructions

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May 23, 2024
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How to set AdamW's weight decay as you scale model and dataset size

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May 22, 2024
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Snap-it, Tap-it, Splat-it: Tactile-Informed 3D Gaussian Splatting for Reconstructing Challenging Surfaces

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Mar 29, 2024
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