Jonathan Pillow
4 papers · 2013–2020 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(4)
Core Methods
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Healthcare & Medicine
(2)
Bayesian & Probabilistic · Machine Learning
(2)
Interdisciplinary
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Clinical
(1)
Cognitive Science
(1)
Core AI
(1)
Research
(1)
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)
drift diffusion model
(1)
latent variable model
(1)
neuroimaging data
(1)
non-conjugate model
(1)
polynomial approximation
(1)
bayesian structure learning
(1)
recurrent state space model
(1)
spatial sparsity
(1)
Papers
A general recurrent state space framework for modeling neural dynamics during decision-making
ICML 2020
Efficient Non-conjugate Gaussian Process Factor Models for Spike Count Data using Polynomial Approximations
ICML 2020
Dependent relevance determination for smooth and structured sparse regression
JMLR 2019
Bayesian Structure Learning for Functional Neuroimaging
AISTATS 2013