David Inouye
5 papers · 2014–2024 · 2 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (13) π£ Hot Topic Early Bird
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Research topics
Machine Learning
(4)
Core Methods
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Learning Types
(2)
Deep Learning
(1)
Natural Language Processing
(1)
Applications
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Core AI
(1)
Models
(1)
Keywords
model selection
(1)
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)
molecule generation
(1)
overfitting detection
(1)
model validation
(1)
partial dependence plot
(1)
implicit generative model
(1)
poisson random field
(1)
invertible transformation
(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