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Compressing Multisets with Large Alphabets


Jul 15, 2021
Daniel Severo, James Townsend, Ashish Khisti, Alireza Makhzani, Karen Ullrich


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Lossless Compression with Latent Variable Models


Apr 22, 2021
James Townsend


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Lossless compression with state space models using bits back coding


Mar 19, 2021
James Townsend, Iain Murray


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Improving Lossless Compression Rates via Monte Carlo Bits-Back Coding


Feb 22, 2021
Yangjun Ruan, Karen Ullrich, Daniel Severo, James Townsend, Ashish Khisti, Arnaud Doucet, Alireza Makhzani, Chris J. Maddison


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A tutorial on the range variant of asymmetric numeral systems


Jan 24, 2020
James Townsend


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HiLLoC: Lossless Image Compression with Hierarchical Latent Variable Models


Dec 20, 2019
James Townsend, Thomas Bird, Julius Kunze, David Barber


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Practical Lossless Compression with Latent Variables using Bits Back Coding


Jan 15, 2019
James Townsend, Tom Bird, David Barber


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Pymanopt: A Python Toolbox for Optimization on Manifolds using Automatic Differentiation


Sep 08, 2016
James Townsend, Niklas Koep, Sebastian Weichwald

* Journal of Machine Learning Research, 17(137):1-5, 2016 

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The VC-Dimension of Similarity Hypotheses Spaces


Feb 25, 2015
Mark Herbster, Paul Rubenstein, James Townsend

* 6 pages 

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