Edward Meeds
6 papers · 2006–2025 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (13) π Interdisciplinary Bridge π Conference Polyglot (5) π Academic Marathon (19) π Cross-Pollinator (14)
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Keyword Pioneer
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Hot Topic Early Bird
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Keyword Champion
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Trend Setter
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Conference Pioneer
Conferences
ICML (2)
ICLR (1)
MLHC (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
latent variable model
(2)
variational autoencoder
(2)
variational inference
(2)
unsupervised learning
(2)
probabilistic modeling
(1)
dyadic data
(1)
matrix factorization
(1)
time series generation
(1)
binary matrix factorization
(1)
non-parametric bayesian
(1)
unsupervised matrix decomposition
(1)
quantile regression
(1)
generative model
(1)
latent factor model
(1)
latent representation
(1)
dynamical system
(1)
latent variable
(1)
nonlinear dynamical system
(1)
neural ordinary differential equation
(1)
ordinary differential equation
(1)
Papers
SWAN: SGD with Normalization and Whitening Enables Stateless LLM Training
ICML 2025
AIRIVA: A Deep Generative Model of Adaptive Immune Repertoires
MLHC 2023
Capturing actionable dynamics with structured latent ordinary differential equations
UAI 2022
Deterministic Variational Inference for Robust Bayesian Neural Networks
ICLR 2019
Efficient Amortised Bayesian Inference for Hierarchical and Nonlinear Dynamical Systems
ICML 2019
Modeling Dyadic Data with Binary Latent Factors
NIPS 2006