David Inouye
5 papers · 2014–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (10) π Cross-Pollinator (15)
πΊοΈ
Taxonomy Completionist
(10)
π£
Hot Topic Early Bird
Conferences
ICML (3)
UAI (2)
Top co-authors
Keywords
density estimation
(1)
latent dirichlet allocation
(1)
parameter estimation
(1)
feature importance
(1)
l1 regularization
(1)
exponential family
(1)
multivariate analysis
(1)
probability density
(1)
graphical model
(1)
autoregressive model
(1)
topic model
(1)
latent space
(1)
model validation
(1)
partial dependence plot
(1)
poisson random field
(1)
invertible transformation
(1)
positive dependency
(1)
jacobian determinant
(1)
ice plot
(1)
positive dependencies
(1)
Papers
Vertical Validation: Evaluating Implicit Generative Models for Graphs on Thin Support Regions
UAI 2024
Automated Dependence Plots
UAI 2020
Deep Density Destructors
ICML 2018
Square Root Graphical Models: Multivariate Generalizations of Univariate Exponential Families that Permit Positive Dependencies
ICML 2016
Admixture of Poisson MRFs: A Topic Model with Word Dependencies
ICML 2014