Stephen Keeley
5 papers · 2017–2024 · 4 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
Keywords
gaussian process
(4)
latent variable model
(3)
variational inference
(2)
choice prediction
(1)
gaussian process factor analysis
(1)
neural population activity
(1)
spike train analysis
(1)
bayesian active learning
(1)
response time
(1)
diffusion decision model
(1)
spike train
(1)
semi-parametric model
(1)
non-conjugate model
(1)
latent structure
(1)
polynomial approximation
(1)
psychometric function
(1)
nonlinear tuning
(1)
sensory discrimination
(1)
gaussian process factor model
(1)
signal noise separation
(1)
Papers
Response Time Improves Gaussian Process Models for Perception and Preferences
UAI 2024
A Semi-parametric Model for Decision Making in High-Dimensional Sensory Discrimination Tasks
AAAI 2023
Efficient Non-conjugate Gaussian Process Factor Models for Spike Count Data using Polynomial Approximations
ICML 2020
Identifying signal and noise structure in neural population activity with Gaussian process factor models
NeurIPS 2020
Gaussian process based nonlinear latent structure discovery in multivariate spike train data
NeurIPS 2017