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Shuoguang Yang
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Streaming Sparse Linear Regression


Nov 11, 2022
Shuoguang Yang, Yuhao Yan, Xiuneng Zhu, Qiang Sun

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Stochastic Compositional Optimization with Compositional Constraints


Sep 09, 2022
Shuoguang Yang, Zhe Zhang, Ethan X. Fang

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Decentralized Gossip-Based Stochastic Bilevel Optimization over Communication Networks


Jun 22, 2022
Shuoguang Yang, Xuezhou Zhang, Mengdi Wang

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Optimality Conditions and Algorithms for Top-K Arm Identification


May 24, 2022
Zihao Wang, Shuoguang Yang, Wei You

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Data-Driven Minimax Optimization with Expectation Constraints


Feb 16, 2022
Shuoguang Yang, Xudong Li, Guanghui Lan

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Bridging Adversarial and Nonstationary Multi-armed Bandit


Jan 05, 2022
Ningyuan Chen, Shuoguang Yang

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Online Learning of Independent Cascade Models with Node-level Feedback


Sep 07, 2021
Shuoguang Yang, Van-Anh Truong

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Revenue Maximization and Learning in Products Ranking


Dec 07, 2020
Ningyuan Chen, Anran Li, Shuoguang Yang

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Fast Thompson Sampling Algorithm with Cumulative Oversampling: Application to Budgeted Influence Maximization


Apr 24, 2020
Shatian Wang, Shuoguang Yang, Zhen Xu, Van-Anh Truong

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Online Learning and Optimization Under a New Linear-Threshold Model with Negative Influence


Nov 08, 2019
Shuoguang Yang, Shatian Wang, Van-Anh Truong

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