T. Tony Cai
3 papers · 2020–2024 · 1 conference · across top CS/AI conferences
Achievements
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π
Interdisciplinary Bridge
π§
Keyword Pioneer
π
Cross-Pollinator
(11)
πΊοΈ
Taxonomy Completionist
(11)
Conferences
JMLR (3)
Top co-authors
Research topics
Keywords
dimensionality reduction
(1)
spectral clustering
(1)
graph laplacian
(1)
data visualization
(1)
distributed learning
(1)
community detection
(1)
statistical estimation
(1)
low-dimensional embedding
(1)
communication efficiency
(1)
stochastic block model
(1)
distributed estimation
(1)
minimax rate
(1)
spectral method
(1)
message passing algorithm
(1)
statistical accuracy
(1)
minimum energy flow
(1)
gaussian mean
(1)
communication constraint
(1)
t-distributed stochastic neighbor embedding
(1)
gaussian mean estimation
(1)
Papers
Distributed Gaussian Mean Estimation under Communication Constraints: Optimal Rates and Communication-Efficient Algorithms
JMLR 2024
Theoretical Foundations of t-SNE for Visualizing High-Dimensional Clustered Data
JMLR 2022
Weighted Message Passing and Minimum Energy Flow for Heterogeneous Stochastic Block Models with Side Information
JMLR 2020