publications

publications in reversed chronological order.

Also see Google Scholar.

2024

  1. How DNNs break the Curse of Dimensionality: Compositionality and Symmetry Learning
    Arthur Jacot ,  Seok Hoan Choi ,  and  Yuxiao Wen
    arXiv, 2024
  2. Stochastic contextual bandits with graph feedback: from independence number to MAS number
    Yuxiao Wen ,  Yanjun Han ,  and  Zhengyuan Zhou
    Neural Information Processing Systems (NeurIPS), 2024
  3. Which Frequencies do CNNs Need? Emergent Bottleneck Structure in Feature Learning
    Yuxiao Wen ,  and  Arthur Jacot
    International Conference on Machine Learning (ICML), 2024
  4. Coupling parameter and particle dynamics for adaptive sampling in Neural Galerkin schemes
    Yuxiao Wen ,  Eric Vanden-Eijnden ,  and  Benjamin Peherstorfer
    Physica D, 2024

2023

  1. Active operator inference for learning low-dimensional dynamical-system models from noisy data
    Wayne Isaac Tan Uy ,  Yuepeng Wang ,  Yuxiao Wen ,  and  Benjamin Peherstorfer
    SIAM Journal on Scientific Computing, 2023