Matthew J Johnson
6 papers · 2013–2022 · 2 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (9) π Renaissance Researcher (6)
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(13)
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Conferences
NIPS (5)
ICML (1)
Top co-authors
Keywords
bayesian inference
(2)
convergence analysis
(1)
automatic differentiation
(1)
markov chain monte carlo
(1)
parallel computing
(1)
message passing
(1)
gibbs sampling
(1)
distributed inference
(1)
markov chain
(1)
stochastic process
(1)
probabilistic programming
(1)
conditional distribution
(1)
parallel gibbs sampling
(1)
probabilistic graphical model
(1)
marginal distribution
(1)
gaussian distribution
(1)
parallel algorithm
(1)
neural ordinary differential equation
(1)
scaling law
(1)
mixture of expert
(1)
Papers
Unified Scaling Laws for Routed Language Models
ICML 2022
Learning Differential Equations that are Easy to Solve
NIPS 2020
Autoconj: Recognizing and Exploiting Conjugacy Without a Domain-Specific Language
NIPS 2018
Composing graphical models with neural networks for structured representations and fast inference
NIPS 2016
Dependent Multinomial Models Made Easy: Stick-Breaking with the Polya-gamma Augmentation
NIPS 2015
Analyzing Hogwild Parallel Gaussian Gibbs Sampling
NIPS 2013