Stephen Keeley
5 papers · 2017–2024 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (7) π Cross-Pollinator (13)
πΊοΈ
Taxonomy Completionist
(11)
π£
Hot Topic Early Bird
Conferences
NIPS (2)
AAAI (1)
ICML (1)
UAI (1)
Top co-authors
Keywords
gaussian process
(3)
latent variable model
(3)
variational inference
(2)
neural population activity
(1)
spike train analysis
(1)
bayesian active learning
(1)
spike train
(1)
semi-parametric model
(1)
non-conjugate model
(1)
latent structure
(1)
polynomial approximation
(1)
spike count datum
(1)
psychometric function
(1)
nonlinear tuning
(1)
sensory discrimination
(1)
gaussian process factor model
(1)
signal noise separation
(1)
factor analysis
(1)
nonlinear tuning curve
(1)
dimensionality reduction
(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
Identifying signal and noise structure in neural population activity with Gaussian process factor models
NIPS 2020
Efficient Non-conjugate Gaussian Process Factor Models for Spike Count Data using Polynomial Approximations
ICML 2020
Gaussian process based nonlinear latent structure discovery in multivariate spike train data
NIPS 2017