Projection-Free Stochastic Bi-Level Optimization

被引：0
|
作者：
Akhtar, Zeeshan [1 ]
Bedi, Amrit Singh [2 ]
Thomdapu, Srujan Teja [1 ]
Rajawat, Ketan [1 ]
机构：
[1] Indian Institute of Technology Kanpur, Department of Electrical Engineering, Kanpur,208016, India
[2] University of Maryland, Institute of Systems Research, College Park,MD,20742, United States
来源：
IEEE Transactions on Signal Processing | 2022年 / 70卷
关键词：
Noise abatement - Optimization - Signal processing - Stochastic models - Stochastic systems;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：6332 / 6347
相关论文
共 50 条
  • [1] Projection-Free Stochastic Bi-Level Optimization
    Akhtar, Zeeshan
    Bedi, Amrit Singh
    Thomdapu, Srujan Teja
    Rajawat, Ketan
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2022, 70 : 6332 - 6347
  • [2] A Projection-free Algorithm for Constrained Stochastic Multi-level Composition Optimization
    Xiao, Tesi
    Balasubramanian, Krishnakumar
    Ghadimi, Saeed
    [J]. ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 35, NEURIPS 2022, 2022,
  • [3] Projection-free nonconvex stochastic optimization on Riemannian manifolds
    Weber, Melanie
    Sra, Suvrit
    [J]. IMA JOURNAL OF NUMERICAL ANALYSIS, 2022, 42 (04) : 3241 - 3271
  • [4] Variance-Reduced and Projection-Free Stochastic Optimization
    Hazan, Elad
    Luo, Haipeng
    [J]. INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 48, 2016, 48
  • [5] Projection-Free Methods for Stochastic Simple Bilevel Optimization with Convex Lower-level Problem
    Cao, Jincheng
    Jiang, Ruichen
    Abolfazli, Nazanin
    Hamedani, Erfan Yazdandoost
    Mokhtari, Aryan
    [J]. ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 36 (NEURIPS 2023), 2023,
  • [6] Distributed gradient-free and projection-free algorithm for stochastic constrained optimization
    Hou J.
    Zeng X.
    Chen C.
    [J]. Autonomous Intelligent Systems, 2024, 4 (01):
  • [7] Projection-Free Online Optimization with Stochastic Gradient: From Convexity to Submodularity
    Chen, Lin
    Harshaw, Christopher
    Hassani, Hamed
    Karbasi, Amin
    [J]. INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 80, 2018, 80
  • [8] Projection-Free Bandit Optimization with Privacy Guarantees
    Ene, Alina
    Nguyen, Huy L.
    Vladu, Adrian
    [J]. THIRTY-FIFTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, THIRTY-THIRD CONFERENCE ON INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE AND THE ELEVENTH SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2021, 35 : 7322 - 7330
  • [9] Projection-Free Bandit Convex Optimization
    Chen, Lin
    Zhang, Mingrui
    Karbasi, Amin
    [J]. 22ND INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 89, 2019, 89
  • [10] Projection-Free Optimization on Uniformly Convex Sets
    Kerdreux, Thomas
    d'Aspremont, Alexandre
    Pokutta, Sebastian
    [J]. 24TH INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS (AISTATS), 2021, 130 : 19 - +
12345