James Townsend
7 papers · 2016–2024 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (19)
🧬
Topic Evolution
🏆
Keyword Champion
Venues
Top co-authors
Research topics
Machine Learning
(5)
Mathematics & Optimization
(5)
Deep Learning
(4)
Optimization & Theory · Machine Learning
(4)
Computer Science
(3)
Foundations
(3)
Mathematics
(3)
Models
(3)
Bayesian & Probabilistic
(2)
Optimization
(2)
Application Areas
(1)
Applications
(1)
Core Methods
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
bits-back coding
(5)
lossless compression
(4)
graph compression
(3)
latent variable model
(2)
unordered data
(2)
shuffle coding
(2)
multiset compression
(2)
variational autoencoder
(2)
manifold optimization
(1)
graph
(1)
second-order optimization
(1)
probabilistic model
(1)
compression algorithm
(1)
monte carlo method
(1)
variational bound
(1)
compression rate
(1)
pólya's urn
(1)
edge exchangeability
(1)
quasi-linear complexity
(1)
optimization on manifold
(1)
Papers
Entropy Coding of Unordered Data Structures
ICLR 2024
Practical Shuffle Coding
NeurIPS 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