Lyle H. Ungar
7 papers · 2006–2015 · 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· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (23) π£ Hot Topic Early Bird
π
Keyword Trendsetter Combo
(4)
π§
Keyword Pioneer
π
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(6)
Core Methods
(6)
Learning Types
(4)
Optimization & Theory Β· Machine Learning
(3)
Natural Language Processing
(2)
Applications
(2)
Deep Learning
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Linguistics
(1)
Mathematics
(1)
Optimization & Theory Β· Deep Learning
(1)
Resources & Methods
(1)
Understanding
(1)
Keywords
multi-view learning
(2)
false discovery rate
(1)
manifold learning
(1)
principal component analysis
(1)
sequence labeling
(1)
sentiment analysis
(1)
text classification
(1)
knowledge transfer
(1)
named entity recognition
(1)
ridge regression
(1)
regularized learning
(1)
canonical correlation analysis
(1)
singular value decomposition
(1)
feature graphs
(1)
graph regularization
(1)
minimum description length
(1)
multi-task feature selection
(1)
hidden markov model
(1)
spectral method
(1)
word embedding
(1)
Papers
Eigenwords: Spectral Word Embeddings
JMLR 2015
A Risk Comparison of Ordinary Least Squares vs Ridge Regression
JMLR 2013
Minimum Description Length Penalization for Group and Multi-Task Sparse Learning
JMLR 2011
Multi-View Learning of Word Embeddings via CCA
NeurIPS 2011
Transfer Learning, Feature Selection and Word Sense Disambiguation
ACL 2009
Regularized Learning with Networks of Features
NeurIPS 2008
Streamwise Feature Selection
JMLR 2006