conftrace_

Yubo Zhuang

4 papers · 2022–2024 · 4 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

AISTATS (1) ICLR (1) ICML (1) NIPS (1)

Top co-authors

Xiaohui Chen (4) Yun Yang (4) Richard Y. Zhang (1)

Keywords

semidefinite programming (3) clustering algorithm (2) k-means clustering (2) gaussian mixture model (1) approximation algorithm (1) mixture model (1) gaussian distribution (1) high-dimensional datum (1) wasserstein metric (1) optimal transport (1) probability distribution (1)

Papers

Statistically Optimal $K$-means Clustering via Nonnegative Low-rank Semidefinite Programming ICLR 2024 Likelihood Adjusted Semidefinite Programs for Clustering Heterogeneous Data ICML 2023 Wasserstein $K$-means for clustering probability distributions NIPS 2022 Sketch-and-lift: scalable subsampled semidefinite program for K-means clustering AISTATS 2022