Xiangxiang Xu

Profile

  • Information Theory

  • Machine Learning Theory

  • Representation Learning

Occasionally post comments on Alphaxiv.

For full publications, slides, and codes, please visit my homepage.

Publications

Separable Computation of Information Measures

Xiangxiang Xu, Lizhong Zheng

2025

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Neural Feature Learning in Function Space

Xiangxiang Xu, Lizhong Zheng

Journal of Machine Learning Research (Vol 25)

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Dependence Induced Representations

Xiangxiang Xu, Lizhong Zheng

Allerton 2024

ABS

Operator SVD with Neural Networks via Nested Low-Rank Approximation

J. Jon Ryu, Xiangxiang Xu, H. S. Melichan Erol, Yuheng Bu, Lizhong Zheng, and Gregory W. Wornell

ICML 2024

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