Ming Yuan
10 papers · 1999–2024 · 3 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (28) π Conference Polyglot Β· Bronze π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Gold π Academic Marathon Β· Ultra
π§
Keyword Pioneer
π
Trend Setter
π
Renaissance Researcher
(6)
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(61)
Venues
Top co-authors
Research topics
Machine Learning
(8)
Mathematics & Optimization
(7)
Optimization & Theory
(7)
Core Methods
(6)
Mathematics
(5)
Optimization
(3)
Application Areas
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Keywords
kernel embedding
(2)
goodness-of-fit test
(2)
graphical model
(2)
minimax optimality
(2)
oracle inequality
(1)
tensor decomposition
(1)
cognitive modeling
(1)
network inference
(1)
feature selection
(1)
random walk
(1)
hypothesis testing
(1)
reproducing kernel hilbert space
(1)
convex risk minimization
(1)
linear programming
(1)
reject option
(1)
singular value decomposition
(1)
high-dimensional regression
(1)
perturbation theory
(1)
stochastic process
(1)
maximum likelihood
(1)
Papers
On the Optimality of Gaussian Kernel Based Nonparametric Tests against Smooth Alternatives
JMLR 2024
A Sharp Blockwise Tensor Perturbation Bound for Orthogonal Iteration
JMLR 2021
On the Optimality of Kernel-Embedding Based Goodness-of-Fit Tests
JMLR 2021
Non-Convex Projected Gradient Descent for Generalized Low-Rank Tensor Regression
JMLR 2019
Structure-Leveraged Methods in Breast Cancer Risk Prediction
JMLR 2016
Human Memory Search as Initial-Visit Emitting Random Walk
NeurIPS 2015
Learning Networks of Heterogeneous Influence
NeurIPS 2012
Classification Methods with Reject Option Based on Convex Risk Minimization
JMLR 2010
High Dimensional Inverse Covariance Matrix Estimation via Linear Programming
JMLR 2010
Nonnegative Garrote Component Selection in Functional ANOVA models
AISTATS 1999