Xun Zheng
6 papers · 2013–2020 · 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· Silver πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird
π
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(4)
Mathematics & Optimization
(4)
Optimization
(4)
Optimization & Theory
(4)
Artificial Intelligence
(3)
Bayesian & Probabilistic Β· Artificial Intelligence
(2)
Bayesian & Probabilistic Β· Machine Learning
(2)
Core AI
(2)
Mathematics
(2)
Computer Science
(1)
Deep Learning
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Learning Types
(1)
Keywords
directed acyclic graph
(2)
continuous optimization
(2)
non-convex optimization
(1)
matrix factorization
(1)
structure learning
(1)
probabilistic inference
(1)
topic modeling
(1)
sparse structure learning
(1)
distributed learning
(1)
data augmentation
(1)
model parallelism
(1)
parallel computing
(1)
gibbs sampling
(1)
matrix completion
(1)
bayesian inference
(1)
collapsed gibbs sampling
(1)
scalable inference
(1)
proximal gradient
(1)
logistic-normal models
(1)
online learning
(1)
Papers
Learning Sparse Nonparametric DAGs
AISTATS 2020
DAGs with NO TEARS: Continuous Optimization for Structure Learning
NeurIPS 2018
Minimizing Nonconvex Non-Separable Functions
AISTATS 2015
On Model Parallelization and Scheduling Strategies for Distributed Machine Learning
NeurIPS 2014
Improved Bayesian Logistic Supervised Topic Models with Data Augmentation
ACL 2013
Scalable Inference for Logistic-Normal Topic Models
NeurIPS 2013