James Townsend

According to our database1, James Townsend authored at least 18 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Entropy Coding of Unordered Data Structures.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023
Random Edge Coding: One-Shot Bits-Back Coding of Large Labeled Graphs.
CoRR, 2023

One-Shot Compression of Large Edge-Exchangeable Graphs using Bits-Back Coding.
Proceedings of the International Conference on Machine Learning, 2023

2022
Compressing Multisets With Large Alphabets.
IEEE J. Sel. Areas Inf. Theory, December, 2022

Verified Reversible Programming for Verified Lossless Compression.
CoRR, 2022

Parallel Neural Local Lossless Compression.
CoRR, 2022

2021
Lossless compression with latent variable models
PhD thesis, 2021

Adaptive Optimization with Examplewise Gradients.
CoRR, 2021

Lossless Compression with Latent Variable Models.
CoRR, 2021

Lossless compression with state space models using bits back coding.
CoRR, 2021

Improving Lossless Compression Rates via Monte Carlo Bits-Back Coding.
Proceedings of the 38th International Conference on Machine Learning, 2021

2020
A tutorial on the range variant of asymmetric numeral systems.
CoRR, 2020

HiLLoC: lossless image compression with hierarchical latent variable models.
Proceedings of the 8th International Conference on Learning Representations, 2020

2019
Practical Lossless Compression with Latent Variables using Bits Back Coding.
CoRR, 2019

Practical lossless compression with latent variables using bits back coding.
Proceedings of the 7th International Conference on Learning Representations, 2019

2016
Pymanopt: A Python Toolbox for Optimization on Manifolds using Automatic Differentiation.
J. Mach. Learn. Res., 2016

Pymanopt: A Python Toolbox for Manifold Optimization using Automatic Differentiation.
CoRR, 2016

2015
The VC-Dimension of Similarity Hypotheses Spaces.
CoRR, 2015


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