Yuancheng Zhu
7 papers · 2014–2023 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π
Keyword Champion
π₯
Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Keywords
convex optimization
(2)
communication constraint
(2)
gaussian graphical model
(2)
stochastic optimization
(1)
variable selection
(1)
statistical inference
(1)
bayesian nonparametrics
(1)
online learning
(1)
minimax estimation
(1)
uncertainty quantification
(1)
sample complexity
(1)
distributed learning
(1)
sparse estimation
(1)
gaussian process
(1)
gibbs sampling
(1)
fisher information
(1)
nonparametric regression
(1)
nonparametric estimation
(1)
nonparametric bayesian
(1)
stochastic gradient descent
(1)
Papers
HiGrad: Uncertainty Quantification for Online Learning and Stochastic Approximation
JMLR 2023
Distributed Nonparametric Regression under Communication Constraints
ICML 2018
Learning Nonparametric Forest Graphical Models with Prior Information
AISTATS 2017
Local Minimax Complexity of Stochastic Convex Optimization
NeurIPS 2016
The Log-Shift Penalty for Adaptive Estimation of Multiple Gaussian Graphical Models
AISTATS 2015
Adaptive Variable Clustering in Gaussian Graphical Models
AISTATS 2014
Quantized Estimation of Gaussian Sequence Models in Euclidean Balls
NeurIPS 2014