Nicholas J. Foti
5 papers · 2017–2020 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Taxonomy Completionist
(12)
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Conference Pioneer
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Research topics
Keywords
stochastic gradient descent
(1)
variational inference
(1)
bayesian inference
(1)
markov chain monte carlo
(1)
parameter learning
(1)
posterior approximation
(1)
covariance structure
(1)
nonlinear dynamics
(1)
generative model
(1)
hidden markov model
(1)
latent factor model
(1)
mixture model
(1)
convergence rate
(1)
recurrent neural network
(1)
variational autoencoder
(1)
sequence model
(1)
sparsity-inducing prior
(1)
time-varying dynamics
(1)
type 1 diabetes
(1)
stochastic gradient mcmc
(1)
Papers
Learning Insulin-Glucose Dynamics in the Wild
MLHC 2020
Adaptively Truncating Backpropagation Through Time to Control Gradient Bias
UAI 2019
oi-VAE: Output Interpretable VAEs for Nonlinear Group Factor Analysis
ICML 2018
Stochastic Gradient MCMC Methods for Hidden Markov Models
ICML 2017
Variational Boosting: Iteratively Refining Posterior Approximations
ICML 2017