ll Memming Park
9 papers · 2011–2020 · 1 conference · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π Interdisciplinary Bridge π§ Keyword Pioneer π Academic Marathon (9) π Cross-Pollinator (15)
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Taxonomy Completionist
(23)
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Hot Topic Early Bird
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Keyword Champion
(3)
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Trend Setter
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Keyword Collector
(62)
Conferences
NIPS (9)
Top co-authors
Research topics
Keywords
bayesian inference
(3)
maximum likelihood estimation
(3)
spike-triggered covariance
(3)
maximum likelihood
(3)
entropy estimation
(2)
bayesian estimation
(2)
neural response
(2)
bayesian entropy estimation
(2)
kernel methods
(2)
spike train
(2)
variational inference
(1)
posterior distribution
(1)
pitman-yor process
(1)
time series
(1)
maximum entropy
(1)
dirichlet process
(1)
ising model
(1)
maximum mean discrepancy
(1)
visual cortex
(1)
probabilistic modeling
(1)
Papers
Rescuing neural spike train models from bad MLE
NIPS 2020
On 1/n neural representation and robustness
NIPS 2020
Interpretable Nonlinear Dynamic Modeling of Neural Trajectories
NIPS 2016
Convolutional spike-triggered covariance analysis for neural subunit models
NIPS 2015
Bayesian entropy estimation for binary spike train data using parametric prior knowledge
NIPS 2013
Universal models for binary spike patterns using centered Dirichlet processes
NIPS 2013
Spectral methods for neural characterization using generalized quadratic models
NIPS 2013
Bayesian estimation of discrete entropy with mixtures of stick-breaking priors
NIPS 2012
Bayesian Spike-Triggered Covariance Analysis
NIPS 2011