Shipeng Yu
10 papers · 2005–2016 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (31) π Academic Marathon Β· Half π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
π±
Topic Pioneer
π§
Keyword Pioneer
π
Keyword Trendsetter Combo
(11)
π
Conference Pioneer
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(50)
π
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(8)
Core Methods
(8)
Learning Types Β· Machine Learning
(6)
Optimization & Theory
(4)
Artificial Intelligence
(2)
Deep Learning
(2)
Bayesian & Probabilistic Β· Machine Learning
(2)
Learning Paradigms
(2)
Learning Types Β· Deep Learning
(2)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Application Areas
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Core AI
(1)
Keywords
across-task component
(2)
multi-view learning
(2)
crowdsourced labeling
(2)
joint regularization
(2)
consensus labeling
(2)
multi-task feature learning
(2)
semi-supervised learning
(2)
annotator ranking
(2)
spammer detection
(2)
gaussian processes
(2)
shrinkage effect
(2)
gaussian process classifier
(2)
gaussian process
(2)
label aggregation
(2)
bayesian inference
(2)
co-training
(1)
bayesian undirected graphical model
(1)
empirical bayesian
(1)
parameter sharing
(1)
network analysis
(1)
Papers
Multiplicative Multitask Feature Learning
JMLR 2016
On Multiplicative Multitask Feature Learning
NeurIPS 2014
Eliminating Spammers and Ranking Annotators for Crowdsourced Labeling Tasks
JMLR 2012
Bayesian Co-Training
JMLR 2011
Ranking annotators for crowdsourced labeling tasks
NeurIPS 2011
Learning From Crowds
JMLR 2010
Large Scale Diagnostic Code Classification for Medical Patient Records
IJCNLP 2008
Bayesian Co-Training
NeurIPS 2007
Stochastic Relational Models for Discriminative Link Prediction
NeurIPS 2006
Active Sensing
AISTATS 2005