2 papers
cs.LG2026
Parameterized and Streaming Algorithms for Euclidean Fair -Center Clustering
Zeyu Lin, Chaoqi Jia, Longkun Guo +1
Motivated by the growing importance of fairness in machine learning, fair -center clustering has attracted considerable research attention as a fundamental problem. In this prob…
cs.DS2025
Improved Streaming Algorithm for Fair -Center Clustering
Longkun Guo, Zeyu Lin, Chaoqi Jia +1
Many real-world applications pose challenges in incorporating fairness constraints into the -center clustering problem, where the dataset consists of demographic groups, eac…