T. Tony Cai

3 papers · 2020–2024 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11)

Venues

JMLR (3)

Top co-authors

Alexander Rakhlin (1) Hongji Wei (1) Tengyuan Liang (1) Rong Ma (1)

Research topics

Machine Learning (3) Mathematics & Optimization (2) Core Methods (2) Optimization & Theory (2) Data Science & Analytics (1) Learning Types (1) Mathematics (1) Methods (1) Optimization (1) Statistics (1)

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