Kaixun Hua
4 papers · 2021–2022 · 2 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(2)
🐝
Cross-Pollinator
(8)
Conferences
ICML (2)
NIPS (2)
Top co-authors
Keywords
branch and bound
(4)
global optimization
(4)
mixed-integer programming
(2)
decision tree
(1)
k-center clustering
(1)
k-medoids clustering
(1)
facility location
(1)
optimal decision tree
(1)
clustering problem
(1)
lagrangian decomposition
(1)
mixed-integer nonlinear programming
(1)
sum-of-squares clustering
(1)
optimality gap
(1)
mixed integer second order cone programming
(1)
minimum sum-of-squares clustering
(1)
combinatorial optimization
(1)
spatial branch and bound
(1)
mixed integer programming
(1)
lagrangian relaxation
(1)
Papers
Global Optimal K-Medoids Clustering of One Million Samples
NIPS 2022
A Scalable Deterministic Global Optimization Algorithm for Training Optimal Decision Tree
NIPS 2022
Global Optimization of K-Center Clustering
ICML 2022
A Scalable Deterministic Global Optimization Algorithm for Clustering Problems
ICML 2021