Ming Yu
6 papers · 2016–2020 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (13) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(15)
π
Interdisciplinary Bridge
π
Keyword Champion
(2)
π
Trend Setter
Conferences
NIPS (3)
JMLR (2)
AISTATS (1)
Top co-authors
Keywords
hypothesis testing
(2)
confidence interval
(2)
information cascade
(2)
graphical model
(2)
statistical inference
(2)
score matching
(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)
social network
(1)
topic model
(1)
safety constraint
(1)
nonlinear function approximation
(1)
hyvarinen scoring rule
(1)
low-dimensional representation
(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
NIPS 2019
Learning Influence-Receptivity Network Structure with Guarantee
AISTATS 2019
Provable Gaussian Embedding with One Observation
NIPS 2018
Statistical Inference for Pairwise Graphical Models Using Score Matching
NIPS 2016