ll Memming Park
9 papers · 2011–2020 · 1 venue · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (22) π Interdisciplinary Bridge Β· Gold π Academic Marathon Β· Sprint π£ Hot Topic Early Bird π Keyword Champion (3)
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Venues
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Research topics
Machine Learning
(9)
Artificial Intelligence
(8)
Optimization & Theory
(8)
Interdisciplinary
(6)
Bayesian & Probabilistic Β· Machine Learning
(6)
Science
(6)
Bayesian & Probabilistic Β· Artificial Intelligence
(5)
Core Methods
(5)
Mathematics & Optimization
(4)
Cognitive Science
(3)
Core AI
(3)
Mathematics
(3)
Healthcare & Medicine
(1)
Probability
(1)
Research
(1)
Keywords
maximum likelihood estimation
(4)
bayesian inference
(4)
spike-triggered covariance
(3)
neural response
(3)
maximum likelihood
(3)
dirichlet process
(2)
entropy estimation
(2)
empirical baye
(2)
spike-triggered average
(2)
kernel methods
(2)
bayesian entropy estimation
(2)
bayesian estimation
(2)
spike train
(2)
time series
(1)
pitman-yor process
(1)
variational inference
(1)
posterior distribution
(1)
maximum entropy
(1)
ising model
(1)
time series modeling
(1)
Papers
On 1/n neural representation and robustness
NeurIPS 2020
Rescuing neural spike train models from bad MLE
NeurIPS 2020
Interpretable Nonlinear Dynamic Modeling of Neural Trajectories
NeurIPS 2016
Convolutional spike-triggered covariance analysis for neural subunit models
NeurIPS 2015
Bayesian entropy estimation for binary spike train data using parametric prior knowledge
NeurIPS 2013
Spectral methods for neural characterization using generalized quadratic models
NeurIPS 2013
Universal models for binary spike patterns using centered Dirichlet processes
NeurIPS 2013
Bayesian estimation of discrete entropy with mixtures of stick-breaking priors
NeurIPS 2012
Bayesian Spike-Triggered Covariance Analysis
NeurIPS 2011