Xun Zheng
6 papers · 2013–2020 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (7)
π
Cross-Pollinator
(15)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(16)
π
Trend Setter
Conferences
NIPS (3)
AISTATS (2)
ACL (1)
Top co-authors
Keywords
directed acyclic graph
(2)
continuous optimization
(2)
online learning
(1)
bayesian inference
(1)
matrix factorization
(1)
structure learning
(1)
probabilistic inference
(1)
data augmentation
(1)
topic modeling
(1)
distributed learning
(1)
model parallelism
(1)
parallel computing
(1)
gibbs sampling
(1)
matrix completion
(1)
sparse structure learning
(1)
scalable inference
(1)
proximal gradient
(1)
logistic-normal models
(1)
latent topic correlation
(1)
fused lasso
(1)
Papers
Learning Sparse Nonparametric DAGs
AISTATS 2020
DAGs with NO TEARS: Continuous Optimization for Structure Learning
NIPS 2018
Minimizing Nonconvex Non-Separable Functions
AISTATS 2015
On Model Parallelization and Scheduling Strategies for Distributed Machine Learning
NIPS 2014
Scalable Inference for Logistic-Normal Topic Models
NIPS 2013
Improved Bayesian Logistic Supervised Topic Models with Data Augmentation
ACL 2013