James Townsend
7 papers · 2016–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (8) π Cross-Pollinator (6)
πΊοΈ
Taxonomy Completionist
(17)
π
Keyword Champion
(2)
Conferences
ICLR (3)
ICML (2)
JMLR (1)
NIPS (1)
Top co-authors
Research topics
Keywords
graph compression
(2)
bits-back coding
(2)
lossless compression
(2)
marginal likelihood
(1)
monte carlo estimation
(1)
manifold optimization
(1)
latent variable model
(1)
compression algorithm
(1)
shuffle coding
(1)
unordered datum
(1)
multiset compression
(1)
monte carlo method
(1)
variational bound
(1)
second order optimization
(1)
pΓ³lya's urn
(1)
edge exchangeability
(1)
quasi-linear complexity
(1)
optimization on manifold
(1)
edge-exchangeable graph
(1)
one-shot compression
(1)
Papers
Entropy Coding of Unordered Data Structures
ICLR 2024
Practical Shuffle Coding
NIPS 2024
One-Shot Compression of Large Edge-Exchangeable Graphs using Bits-Back Coding
ICML 2023
Improving Lossless Compression Rates via Monte Carlo Bits-Back Coding
ICML 2021
HiLLoC: lossless image compression with hierarchical latent variable models
ICLR 2020
Practical lossless compression with latent variables using bits back coding
ICLR 2019
Pymanopt: A Python Toolbox for Optimization on Manifolds using Automatic Differentiation
JMLR 2016