Shengbo Guo
5 papers · 2010–2014 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Bayesian & Probabilistic · Artificial Intelligence
(4)
Optimization & Theory
(4)
Bayesian & Probabilistic · Machine Learning
(2)
Core Methods
(2)
Learning Types
(2)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Applications
(1)
Learning Paradigms
(1)
Optimization
(1)
Keywords
bayesian inference
(3)
preference elicitation
(2)
value of information
(2)
approximate inference
(1)
matrix factorization
(1)
gaussian processes
(1)
tensor decomposition
(1)
low-rank decomposition
(1)
gaussian process preference elicitation
(1)
gaussian process
(1)
gibbs sampling
(1)
sparse bayesian learning
(1)
query selection
(1)
active preference learning
(1)
bayesian approach
(1)
group sparsity
(1)
bayesian approaches
(1)
user modeling
(1)
convex optimization
(1)
multi-task learning
(1)
Papers
Scalable Bayesian Low-Rank Decomposition of Incomplete Multiway Tensors
ICML 2014
Convex Collective Matrix Factorization
AISTATS 2013
Sparse Bayesian Multi-Task Learning
NeurIPS 2011
Gaussian Process Preference Elicitation
NeurIPS 2010
Real-time Multiattribute Bayesian Preference Elicitation with Pairwise Comparison Queries
AISTATS 2010