Cun-hui Zhang
18 papers · 2007–2024 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (36) π Academic Marathon Β· Full π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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Conference Pioneer
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Research topics
Machine Learning
(16)
Optimization & Theory Β· Machine Learning
(13)
Mathematics & Optimization
(11)
Core Methods
(10)
Mathematics
(7)
Computer Science
(5)
Data Science & Analytics
(5)
Foundations
(5)
Methods
(5)
Optimization
(5)
Learning Types
(4)
Application Areas
(3)
Applications
(3)
Deep Learning
(2)
Optimization & Theory Β· Deep Learning
(2)
Keywords
compressed counting
(3)
random projection
(3)
asymptotic normality
(3)
variable selection
(2)
high-dimensional statistics
(2)
matrix completion
(2)
convex optimization
(2)
symmetric stable random projections
(2)
high-dimensional estimation
(2)
data stream
(2)
minwise hashing
(2)
shannon entropy
(2)
oracle inequality
(2)
shannon entropy estimation
(2)
fisher information
(1)
maximum likelihood
(1)
similarity search
(1)
covariance estimation
(1)
network anomaly detection
(1)
adaptive learning
(1)
Papers
Choosing the p in Lp Loss: Adaptive Rates for Symmetric Mean Estimation
COLT 2024
Adaptive Linear Estimating Equations
NeurIPS 2023
Statistical Limits of Adaptive Linear Models: Low-Dimensional Estimation and Inference
NeurIPS 2023
Universal Bias Reduction in Estimation of Smooth Additive Function in High Dimensions
ALT 2023
Rate-Optimal Subspace Estimation on Random Graphs
NeurIPS 2021
Re-randomized Densification for One Permutation Hashing and Bin-wise Consistent Weighted Sampling
NeurIPS 2019
Compressed Sensing with Very Sparse Gaussian Random Projections
AISTATS 2015
Compressed Counting Meets Compressed Sensing
COLT 2014
Optimality of Graphlet Screening in High Dimensional Variable Selection
JMLR 2014
Sparse Matrix Inversion with Scaled Lasso
JMLR 2013
Calibrated Elastic Regularization in Matrix Completion
NeurIPS 2012
Entropy Estimations Using Correlated Symmetric Stable Random Projections
NeurIPS 2012
Estimation and Selection via Absolute Penalized Convex Minimization And Its Multistage Adaptive Applications
JMLR 2012
One Permutation Hashing
NeurIPS 2012
Transelliptical Graphical Models
NeurIPS 2012
A New Algorithm for Compressed Counting with Applications in Shannon Entropy Estimation in Dynamic Data
COLT 2011
Rate Minimaxity of the Lasso and Dantzig Selector for the Loss in Balls
JMLR 2010
Concave Learners for Rankboost
JMLR 2007