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Laurence Aitchison

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Batch size invariant Adam

Feb 29, 2024
Xi Wang, Laurence Aitchison

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Bayesian Reward Models for LLM Alignment

Feb 20, 2024
Adam X. Yang, Maxime Robeyns, Thomas Coste, Jun Wang, Haitham Bou-Ammar, Laurence Aitchison

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Flexible infinite-width graph convolutional networks and the importance of representation learning

Feb 09, 2024
Ben Anson, Edward Milsom, Laurence Aitchison

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

Feb 06, 2024
Theodore Papamarkou, Maria Skoularidou, Konstantina Palla, Laurence Aitchison, Julyan Arbel, David Dunson, Maurizio Filippone, Vincent Fortuin, Philipp Hennig, Jose Miguel Hernandez Lobato, Aliaksandr Hubin, Alexander Immer, Theofanis Karaletsos, Mohammad Emtiyaz Khan, Agustinus Kristiadi, Yingzhen Li, Stephan Mandt, Christopher Nemeth, Michael A. Osborne, Tim G. J. Rudner, David Rügamer, Yee Whye Teh, Max Welling, Andrew Gordon Wilson, Ruqi Zhang

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TouchSDF: A DeepSDF Approach for 3D Shape Reconstruction using Vision-Based Tactile Sensing

Nov 21, 2023
Mauro Comi, Yijiong Lin, Alex Church, Alessio Tonioni, Laurence Aitchison, Nathan F. Lepora

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LoRA ensembles for large language model fine-tuning

Oct 04, 2023
Xi Wang, Laurence Aitchison, Maja Rudolph

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Convolutional Deep Kernel Machines

Sep 18, 2023
Edward Milsom, Ben Anson, Laurence Aitchison

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Bayesian low-rank adaptation for large language models

Aug 28, 2023
Adam X. Yang, Maxime Robeyns, Xi Wang, Laurence Aitchison

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An Improved Variational Approximate Posterior for the Deep Wishart Process

May 23, 2023
Sebastian Ober, Ben Anson, Edward Milsom, Laurence Aitchison

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