Shuoguang Yang

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 21

Top Topics

Simultaneous Clustering

Top Venues

Publications

Shuoguang Yang, Fengpei Li
A Communication-Efficient Algorithm for Federated Multilevel Stochastic Compositional Optimization. IEEE Trans. Signal Process. 72 (2024)
Shuoguang Yang, Xuezhou Zhang, Mengdi Wang
Federated Multi-Level Optimization over Decentralized Networks. CoRR (2023)
Wei You, Chao Qin, Zihao Wang, Shuoguang Yang
Information-Directed Selection for Top-Two Algorithms. COLT (2023)
Shuoguang Yang, Yuhao Yan, Xiuneng Zhu, Qiang Sun
Online Linearized LASSO. AISTATS (2023)
Shuoguang Yang, Xudong Li, Guanghui Lan
Data-Driven Minimax Optimization with Expectation Constraints. CoRR (2022)
Ningyuan Chen, Shuoguang Yang
Bridging Adversarial and Nonstationary Multi-armed Bandit. CoRR (2022)
Shuoguang Yang, Yuhao Yan, Xiuneng Zhu, Qiang Sun
Streaming Sparse Linear Regression. CoRR (2022)
Shuoguang Yang, Xuezhou Zhang, Mengdi Wang
Decentralized Gossip-Based Stochastic Bilevel Optimization over Communication Networks. CoRR (2022)
Shuoguang Yang, Xuezhou Zhang, Mengdi Wang
Decentralized Gossip-Based Stochastic Bilevel Optimization over Communication Networks. NeurIPS (2022)
Zihao Wang, Shuoguang Yang, Wei You
Optimality Conditions and Algorithms for Top-K Arm Identification. CoRR (2022)
Shuoguang Yang, Zhe Zhang, Ethan X. Fang
Stochastic Compositional Optimization with Compositional Constraints. CoRR (2022)
Ningyuan Chen, Anran Li, Shuoguang Yang
Revenue Maximization and Learning in Products Ranking. EC (2021)
Shuoguang Yang, Van-Anh Truong
Online Learning of Independent Cascade Models with Node-level Feedback. CoRR (2021)
Shatian Wang, Shuoguang Yang, Zhen Xu, Van-Anh Truong
Fast Thompson Sampling Algorithm with Cumulative Oversampling: Application to Budgeted Influence Maximization. CoRR (2020)
Ningyuan Chen, Anran Li, Shuoguang Yang
Revenue Maximization and Learning in Products Ranking. CoRR (2020)
Shuoguang Yang, Mengdi Wang, Ethan X. Fang
Multilevel Stochastic Gradient Methods for Nested Composition Optimization. SIAM J. Optim. 29 (1) (2019)
Shuoguang Yang, Shatian Wang, Van-Anh Truong
Online Learning and Optimization Under a New Linear-Threshold Model with Negative Influence. CoRR (2019)
Zhuwen Li, Loong-Fah Cheong, Shuoguang Yang, Kim-Chuan Toh
Simultaneous Clustering and Model Selection: Algorithm, Theory and Applications. IEEE Trans. Pattern Anal. Mach. Intell. 40 (8) (2018)
Daniel Bienstock, Gonzalo Muñoz, Shuoguang Yang, Carsten Matke
Robust linear control of storage in transmission systems, and extensions to robust network control problems. CDC (2017)
Carsten Matke, Daniel Bienstock, Gonzalo Muñoz, Shuoguang Yang, David Kleinhans, Sebastian Sager
Robust optimization of power network operation: storage devices and the role of forecast errors in renewable energies. COMPLEX NETWORKS (2016)
Zhuwen Li, Shuoguang Yang, Loong-Fah Cheong, Kim-Chuan Toh
Simultaneous Clustering and Model Selection for Tensor Affinities. CVPR (2016)