Jennifer G. Dy
6 papers · 2004–2017 · 3 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 (14) π£ Hot Topic Early Bird
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Keywords
feature selection
(3)
unsupervised learning
(2)
dimensionality reduction
(1)
learning theory
(1)
variational inference
(1)
density estimation
(1)
expectation maximization
(1)
outlier detection
(1)
bayesian model
(1)
asymptotic analysis
(1)
computer aided diagnosis
(1)
fisher information
(1)
large margin classifier
(1)
query selection
(1)
crowdsourced clustering
(1)
support vector machine
(1)
nonlinear relationship
(1)
density ratio
(1)
feature ranking
(1)
variance analysis
(1)
Papers
A Robust-Equitable Measure for Feature Ranking and Selection
JMLR 2017
Asymptotic Analysis of Objectives Based on Fisher Information in Active Learning
JMLR 2017
Multiple Clustering Views from Multiple Uncertain Experts
ICML 2017
Local Kernel Density Ratio-Based Feature Selection for Outlier Detection
ACML 2012
Using Local Dependencies within Batches to Improve Large Margin Classifiers
JMLR 2009
Feature Selection for Unsupervised Learning
JMLR 2004