A Scalable Algorithm for Individually Fair K-means ClusteringInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2024 |
Simple, Scalable and Effective Clustering via One-Dimensional
ProjectionsNeural Information Processing Systems (NeurIPS), 2023 |
A Nearly Tight Analysis of Greedy k-means++ACM-SIAM Symposium on Discrete Algorithms (SODA), 2022 |
-Median Clustering via Metric Embedding: Towards Better
Initialization with Differential PrivacyNeural Information Processing Systems (NeurIPS), 2022 |
Improved Guarantees for k-means++ and k-means++ ParallelNeural Information Processing Systems (NeurIPS), 2020 |
Noisy, Greedy and Not So Greedy k-means++Embedded Systems and Applications (ESA), 2019 |