Stochastic Zeroth-Order Optimization under Nonstationarity and Nonconvexity

被引：0
|
作者：
Roy, Abhishek [1 ]
Balasubramanian, Krishnakumar [1 ]
Ghadimi, Saeed [2 ]
Mohapatra, Prasant [3 ]
机构：
[1] Department of Statistics, University of California, Davis,CA,95616, United States
[2] Department of Management Sciences, University of Waterloo, Waterloo,ON,N2L 3G1, Canada
[3] Department of Computer Science, University of California, Davis,CA,95616, United States
来源：
Journal of Machine Learning Research | 2022年 / 23卷
关键词：
Compendex;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Newton-Raphson method
引用
收藏
相关论文
共 50 条
  • [41] Highly Smooth Zeroth-Order Methods for Solving Optimization Problems under the PL Condition
    Gasnikov, A. V.
    Lobanov, A. V.
    Stonyakin, F. S.
    COMPUTATIONAL MATHEMATICS AND MATHEMATICAL PHYSICS, 2024, 64 (04) : 739 - 770
  • [42] A Comprehensive Linear Speedup Analysis for Asynchronous Stochastic Parallel Optimization from Zeroth-Order to First-Order
    Lian, Xiangru
    Zhang, Huan
    Hsieh, Cho-Jui
    Huang, Yijun
    Liu, Ji
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 29 (NIPS 2016), 2016, 29
  • [43] Zeroth-Order Phase Transitions
    V. P. Maslov
    Mathematical Notes, 2004, 76 : 697 - 710
  • [44] Zeroth-order phase transitions
    Maslov, VP
    MATHEMATICAL NOTES, 2004, 76 (5-6) : 697 - 710
  • [45] Safe zeroth-order optimization using quadratic local approximations
    Guo, Baiwei
    Jiang, Yuning
    Ferrari-Trecate, Giancarlo
    Kamgarpour, Maryam
    AUTOMATICA, 2025, 174
  • [46] SMALL ERRORS IN RANDOM ZEROTH-ORDER OPTIMIZATION ARE IMAGINARY\ast
    Jongeneel, Wouter
    Yue, Man-Chung
    Kuhn, Daniel
    SIAM JOURNAL ON OPTIMIZATION, 2024, 34 (03) : 2638 - 2670
  • [47] Zeroth-Order Methods for Nondifferentiable, Nonconvex, and Hierarchical Federated Optimization
    Qiu, Yuyang
    Shanbhag, Uday V.
    Yousefian, Farzad
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 36 (NEURIPS 2023), 2023,
  • [48] Compressed Distributed Zeroth-Order Gradient Tracking for Nonconvex Optimization
    Xu, Lei
    Yi, Xinlei
    Sun, Jiayue
    Wen, Guanghui
    Chai, Tianyou
    Yang, Tao
    2024 IEEE 18TH INTERNATIONAL CONFERENCE ON CONTROL & AUTOMATION, ICCA 2024, 2024, : 603 - 608
  • [49] On the Convergence of Prior-Guided Zeroth-Order Optimization Algorithms
    Cheng, Shuyu
    Wu, Guoqiang
    Zhu, Jun
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 34 (NEURIPS 2021), 2021, 34
  • [50] Semidecentralized Zeroth-Order Algorithms for Stochastic Generalized Nash Equilibrium Seeking
    Zou, Suli
    Lygeros, John
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2023, 68 (02) : 1237 - 1244
12345