Shuli Jiang
4 papers · 2021–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Optimization & Theory · Machine Learning
(4)
Mathematics & Optimization
(3)
Optimization
(3)
Computer Science
(2)
Deep Learning
(2)
Foundations
(2)
Mathematics
(2)
Artificial Intelligence
(1)
Security & Privacy
(1)
Differential Privacy
(1)
Learning Paradigms
(1)
Learning Types
(1)
Optimization & Theory · Deep Learning
(1)
Privacy
(1)
Keywords
federated learning
(1)
differential privacy
(1)
matrix factorization
(1)
empirical risk minimization
(1)
matrix approximation
(1)
excess risk
(1)
query complexity
(1)
communication efficiency
(1)
matrix sketching
(1)
coreset construction
(1)
random projection
(1)
greedy algorithm
(1)
streaming algorithm
(1)
randomized algorithm
(1)
distributed mean estimation
(1)
column subset selection
(1)
privacy amplification
(1)
distributed protocol
(1)
matrix-vector product
(1)
trace estimation
(1)
Papers
Improving the Convergence of Private Shuffled Gradient Methods with Public Data
UAI 2026
Correlation Aware Sparsified Mean Estimation Using Random Projection
NeurIPS 2023
Optimal Sketching for Trace Estimation
NeurIPS 2021
Streaming and Distributed Algorithms for Robust Column Subset Selection
ICML 2021