Minjie Xu
5 papers · 2012–2020 · 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· Bronze πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird
π
Keyword Champion
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Conference Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(4)
Optimization & Theory
(4)
Artificial Intelligence
(3)
Bayesian & Probabilistic Β· Machine Learning
(2)
Bayesian & Probabilistic Β· Artificial Intelligence
(2)
Learning Types
(2)
Data Science & Analytics
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications Β· Data Science & Analytics
(1)
Applications Β· Natural Language Processing
(1)
Core AI
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
matrix factorization
(2)
max-margin learning
(2)
bayesian nonparametrics
(2)
latent factor
(2)
collaborative filtering
(1)
information retrieval
(1)
text summarization
(1)
distributed learning
(1)
posterior sampling
(1)
query-based summarization
(1)
markov chain monte carlo
(1)
expectation propagation
(1)
gibbs sampling
(1)
spike-and-slab prior
(1)
collaborative prediction
(1)
domain knowledge
(1)
latent factor model
(1)
semantic clustering
(1)
bayesian logistic regression
(1)
logical specification
(1)
Papers
Neural Datalog Through Time: Informed Temporal Modeling via Logical Specification
ICML 2020
NSTM: Real-Time Query-Driven News Overview Composition at Bloomberg
ACL 2020
Distributed Bayesian Posterior Sampling via Moment Sharing
NeurIPS 2014
Fast Max-Margin Matrix Factorization with Data Augmentation
ICML 2013
Nonparametric Max-Margin Matrix Factorization for Collaborative Prediction
NeurIPS 2012