← Authors

Cun-hui Zhang

18 papers · 2007–2024 · 5 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (17) 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) πŸƒ Academic Marathon (17) 🐝 Cross-Pollinator (10) 🌱 Topic Pioneer πŸ’Ž Century Club (18) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (107) πŸ”₯ Unstoppable (6) ⚑ Prolific Year (5)

Conferences

NIPS (8) JMLR (5) COLT (3) AISTATS (1) ALT (1)

Top co-authors

Ping Li (8) Fan Zhou (2) Mufang Ying (2) Koulik Khamaru (2) Tingni Sun (2) Ofer Melnik (1) Zhixin Zhou (1) Fei Ye (1) Han Liu (1) Fang Han (1)

Research topics

Statistics (1) Probability (1)

Keywords

random projection (3) compressed counting (3) asymptotic normality (3) matrix completion (2) convex optimization (2) minwise hashing (2) symmetric stable random projections (2) shannon entropy estimation (2) data stream (2) shannon entropy (2) similarity search (1) maximum likelihood (1) fisher information (1) high-dimensional estimation (1) high-dimensional statistics (1) network anomaly detection (1) variable selection (1) covariance estimation (1) nearest neighbor search (1) adaptive learning (1)

Papers

Choosing the p in Lp Loss: Adaptive Rates for Symmetric Mean Estimation COLT 2024
Statistical Limits of Adaptive Linear Models: Low-Dimensional Estimation and Inference NIPS 2023
Universal Bias Reduction in Estimation of Smooth Additive Function in High Dimensions ALT 2023
Adaptive Linear Estimating Equations NIPS 2023
Rate-Optimal Subspace Estimation on Random Graphs NIPS 2021
Re-randomized Densification for One Permutation Hashing and Bin-wise Consistent Weighted Sampling NIPS 2019
Compressed Sensing with Very Sparse Gaussian Random Projections AISTATS 2015
Optimality of Graphlet Screening in High Dimensional Variable Selection JMLR 2014
Compressed Counting Meets Compressed Sensing COLT 2014
Sparse Matrix Inversion with Scaled Lasso JMLR 2013
Entropy Estimations Using Correlated Symmetric Stable Random Projections NIPS 2012
Transelliptical Graphical Models NIPS 2012
Calibrated Elastic Regularization in Matrix Completion NIPS 2012
Estimation and Selection via Absolute Penalized Convex Minimization And Its Multistage Adaptive Applications JMLR 2012
One Permutation Hashing NIPS 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