Lyle H. Ungar
8 papers · 2006–2015 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Academic Marathon (9) π Cross-Pollinator (11) πΊοΈ Taxonomy Completionist (18) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Conference Polyglot
(4)
π
Keyword Trendsetter Combo
(3)
π±
Topic Pioneer
π
Trend Setter
Conferences
JMLR (4)
NIPS (2)
ACL (1)
IJCNLP (1)
Top co-authors
Keywords
multi-view learning
(2)
false discovery rate
(1)
manifold learning
(1)
principal component analysis
(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)
minimum description length
(1)
multi-task feature selection
(1)
hidden markov model
(1)
spectral method
(1)
word embedding
(1)
ordinary least square
(1)
context representation
(1)
Papers
Eigenwords: Spectral Word Embeddings
JMLR 2015
A Risk Comparison of Ordinary Least Squares vs Ridge Regression
JMLR 2013
Multi-View Learning of Word Embeddings via CCA
NIPS 2011
Minimum Description Length Penalization for Group and Multi-Task Sparse Learning
JMLR 2011
Transfer Learning, Feature Selection and Word Sense Disambiguation
ACL 2009
Transfer Learning, Feature Selection and Word Sense Disambiguation
IJCNLP 2009
Regularized Learning with Networks of Features
NIPS 2008
Streamwise Feature Selection
JMLR 2006