The Informativeness of k-Means for Learning Mixture Models

• Main Authors: Liu, Zhaoqiang, Tan, Vincent YF
• Other Authors: ELECTRICAL AND COMPUTER ENGINEERING
• Format: Article
• Language: English
• Published: Institute of Electrical and Electronics Engineers Inc. 2020
• Subjects: Science & Technology; Technology; Computer Science, Information Systems; Engineering, Electrical & Electronic; Computer Science; Engineering; k-means algorithm; Mixture models; Fundamental limits; Log-concave distribution; Dimensionality reduction; Principal component analysis; Optimal clusterings; ALGORITHMS
• Online Access: https://scholarbank.nus.edu.sg/handle/10635/171683
• Institution: National University of Singapore

10.1109/ISIT.2018.8437304