Ming Yu
6 papers · 2016–2020 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
📈
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Core Methods
(4)
Bayesian & Probabilistic · Machine Learning
(3)
Optimization & Theory
(3)
Mathematics & Optimization
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Core AI
(2)
Mathematics
(2)
Data Science & Analytics
(1)
Reinforcement Learning
(1)
Applications
(1)
Methods
(1)
Keywords
score matching
(2)
information cascade
(2)
hypothesis testing
(2)
graphical model
(2)
statistical inference
(2)
confidence interval
(2)
constrained optimization
(1)
ising model
(1)
low-rank approximation
(1)
optimal control
(1)
exponential family
(1)
network structure
(1)
low-dimensional embedding
(1)
safe reinforcement learning
(1)
probabilistic graphical model
(1)
social network
(1)
topic model
(1)
asymptotic normality
(1)
safety constraint
(1)
hypothesis test
(1)
Papers
Estimation of a Low-rank Topic-Based Model for Information Cascades
JMLR 2020
Simultaneous Inference for Pairwise Graphical Models with Generalized Score Matching
JMLR 2020
Convergent Policy Optimization for Safe Reinforcement Learning
NeurIPS 2019
Learning Influence-Receptivity Network Structure with Guarantee
AISTATS 2019
Provable Gaussian Embedding with One Observation
NeurIPS 2018
Statistical Inference for Pairwise Graphical Models Using Score Matching
NeurIPS 2016