Townsend, James

11 publications

ICLR 2024 Entropy Coding of Unordered Data Structures Julius Kunze, Daniel Severo, Giulio Zani, Jan-Willem van de Meent, James Townsend

NeurIPS 2024 Practical Shuffle Coding Julius Kunze, Daniel Severo, Jan-Willem van de Meent, James Townsend

ICMLW 2023 Entropy Coding of Unordered Data Structures Julius Kunze, Daniel Severo, Giulio Zani, Jan-Willem van de Meent, James Townsend

ICML 2023 One-Shot Compression of Large Edge-Exchangeable Graphs Using Bits-Back Coding Daniel Severo, James Townsend, Ashish J Khisti, Alireza Makhzani

ICML 2021 Improving Lossless Compression Rates via Monte Carlo Bits-Back Coding Yangjun Ruan, Karen Ullrich, Daniel S Severo, James Townsend, Ashish Khisti, Arnaud Doucet, Alireza Makhzani, Chris Maddison

ICLRW 2021 Improving Lossless Compression Rates via Monte Carlo Bits-Back Coding Yangjun Ruan, Karen Ullrich, Daniel Severo, James Townsend, Ashish J Khisti, Arnaud Doucet, Alireza Makhzani, Chris J. Maddison

ICLRW 2021 Lossless Compression with State Space Models Using Bits Back Coding James Townsend, Iain Murray

NeurIPSW 2021 Your Dataset Is a Multiset and You Should Compress It like One Daniel Severo, James Townsend, Ashish J Khisti, Alireza Makhzani, Karen Ullrich

ICLR 2020 HiLLoC: Lossless Image Compression with Hierarchical Latent Variable Models James Townsend, Thomas Bird, Julius Kunze, David Barber

ICLR 2019 Practical Lossless Compression with Latent Variables Using Bits Back Coding James Townsend, Thomas Bird, David Barber

JMLR 2016 Pymanopt: A Python Toolbox for Optimization on Manifolds Using Automatic Differentiation James Townsend, Niklas Koep, Sebastian Weichwald