Quan-Wu Xiao

Most-cited papers

1. Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning

   Momin Abbas, Quan-Wu Xiao, Lisha Chen, Pin-Yu Chen +1 more

   2022International Conference on Machine Learning113 citations Open access

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2. A Single-Timescale Method for Stochastic Bilevel Optimization

   Tianyi Chen, Yuejiao Sun, Quan-Wu Xiao, Wo-Tao Yin

   2021International Conference on Artificial Intelligence and Statistics102 citations

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3. LEARNING BY NONSYMMETRIC KERNELS WITH DATA DEPENDENT SPACES AND

   Quan-Wu Xiao, Ding-Xuan Zhou

   201055 citations Open access

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4. Alternating Projected SGD for Equality-constrained Bilevel Optimization

   Quan-Wu Xiao, Han Shen, Wo-Tao Yin, Tianyi Chen

   2023International Conference on Artificial Intelligence and Statistics27 citations

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5. Least-square regularized regression with non-iid sampling

   Zhi-Wei Pan, Quan-Wu Xiao

   200922 citations

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6. Parzen windows for multi-class classification

   Zhi-Wei Pan, Dao-Hong Xiang, Quan-Wu Xiao, Ding-Xuan Zhou

   2008Journal of Complexity21 citations Open access

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7. An approximation theory approach to learning with ℓ1 regularization

   Hong-Yan Wang, Quan-Wu Xiao, Ding-Xuan Zhou

   2013Journal of Approximation Theory19 citations Open access

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8. Alternating Implicit Projected SGD and Its Efficient Variants for Equality-constrained Bilevel Optimization

   Quan-Wu Xiao, Han Shen, Wo-Tao Yin, Tianyi Chen

   2022arXiv.org15 citations Open access

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9. Sharp learning rates of coefficient-based lq-regularized regression with indefinite kernels

   Shao-Gao Lv, Daimin Shi, Quan-Wu Xiao, Ming-Shan Zhang

   2013Science China Mathematics12 citations

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10. A Generalized Alternating Method for Bilevel Learning under the Polyak-Łojasiewicz Condition

    Quan-Wu Xiao, Songtao Lu, Tian-Yi Chen

    2023arXiv.org11 citations Open access

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11. Federated Multi-Armed Bandit Via Uncoordinated Exploration

    Zirui Yan, Quan-Wu Xiao, Tianyi Chen, A. Tajer

    2022IEEE International Conference on Acoustics, Speech, and Signal Processing8 citations

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12. Genome-wide association studies of brain imaging data via weighted distance correlation

    Canhong Wen, Yu-Hui Yang, Quan-Wu Xiao, Meiyan Huang +1 more

    2020Bioinform.6 citations Open access

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13. Lazy Queries Can Reduce Variance in Zeroth-Order Optimization

    Quan-Wu Xiao, Qing Ling, Tianyi Chen

    2022IEEE Transactions on Signal Processing5 citations Open access

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14. Learning from non-identical sampling for classification

    Quan-Wu Xiao, Zhi-Wei Pan

    2010Advances in Computational Mathematics5 citations

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15. Image denoising via K-SVD with primal-dual active set algorithm

    Quan-Wu Xiao, Canhong Wen, Zirui Yan

    2020IEEE Workshop/Winter Conference on Applications of Computer Vision0 citations Open access

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16. Learning with kernel based regularization schemes

    Quan-Wu Xiao

    20090 citations

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