STOCHASTIC AND RANDOMIZED ALGORITHMS FOR LARGE-SCALE OPTIMIZATION IN MACHINE LEARNING

• Main Author: ZHAO RENBO
• Other Authors: MATHEMATICS
• Format: Theses and Dissertations
• Language: English
• Published: 2018
• Subjects: large-scale optimization; stochastic optimization; L-BFGS; primal-dual algorithms; saddle-point problems; first-order methods
• Online Access: http://scholarbank.nus.edu.sg/handle/10635/148566
• Institution: National University of Singapore

Master's