Katie E Everett
5 papers · 2022–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🧭
Keyword Pioneer
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(13)
🌉
Interdisciplinary Bridge
🚀
Conference Pioneer
Conferences
ICLR (2)
ICML (2)
CLEAR (1)
Top co-authors
Keywords
variational autoencoder
(2)
independent component analysis
(1)
expectation maximization
(1)
latent variable model
(1)
disentangled representation
(1)
latent factor
(1)
causal graphical model
(1)
discrete structure
(1)
discrete variational autoencoder
(1)
variational inference
(1)
mechanism sparsity
(1)
Papers
Small-scale proxies for large-scale Transformer training instabilities
ICLR 2024
Scaling Exponents Across Parameterizations and Optimizers
ICML 2024
GFlowNets and variational inference
ICLR 2023
GFlowNet-EM for Learning Compositional Latent Variable Models
ICML 2023
Disentanglement via Mechanism Sparsity Regularization: A New Principle for Nonlinear ICA
CLEAR 2022