Jonathan Pillow
4 papers · 2013–2020 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (7) π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
πΊοΈ
Taxonomy Completionist
(12)
Conferences
ICML (2)
AISTATS (1)
JMLR (1)
Top co-authors
Keywords
variational inference
(2)
hierarchical model
(2)
bayesian inference
(2)
markov chain monte carlo
(1)
predictive modeling
(1)
laplace approximation
(1)
gaussian process
(1)
automatic relevance determination
(1)
sparse regression
(1)
functional neuroimaging
(1)
gaussian process factor analysis
(1)
structured sparsity
(1)
latent variable model
(1)
neuroimaging datum
(1)
non-conjugate model
(1)
polynomial approximation
(1)
bayesian structure learning
(1)
spike count datum
(1)
recurrent state space model
(1)
spatial sparsity
(1)
Papers
Efficient Non-conjugate Gaussian Process Factor Models for Spike Count Data using Polynomial Approximations
ICML 2020
A general recurrent state space framework for modeling neural dynamics during decision-making
ICML 2020
Dependent relevance determination for smooth and structured sparse regression
JMLR 2019
Bayesian Structure Learning for Functional Neuroimaging
AISTATS 2013