Matt Hoffman
4 papers · 2015–2020 · 2 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (5) π Cross-Pollinator (12) π Interdisciplinary Bridge
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Taxonomy Completionist
(10)
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Hot Topic Early Bird
Conferences
ICML (3)
ICLR (1)
Top co-authors
Keywords
variational inference
(1)
bayesian inference
(1)
posterior approximation
(1)
stochastic variational inference
(1)
generative model
(1)
poisson distribution
(1)
streaming datum
(1)
recurrent neural network
(1)
trust region
(1)
gating mechanism
(1)
saturation regime
(1)
long-term dependency
(1)
gradient propagation
(1)
astronomical image
(1)
galaxy detection
(1)
Papers
Making Efficient Use of Demonstrations to Solve Hard Exploration Problems
ICLR 2020
Improving the Gating Mechanism of Recurrent Neural Networks
ICML 2020
Celeste: Variational inference for a generative model of astronomical images
ICML 2015
A trust-region method for stochastic variational inference with applications to streaming data
ICML 2015