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cs.LG2024★ 1 cited
Dependence Induced Representations
Xiangxiang Xu, Lizhong Zheng
We study the problem of learning feature representations from a pair of random variables, where we focus on the representations that are induced by their dependence. We provide suf…
cs.LG2024
Operator SVD with Neural Networks via Nested Low-Rank Approximation
J. Jon Ryu, Xiangxiang Xu, H. S. Melihcan Erol +3
Computing eigenvalue decomposition (EVD) of a given linear operator, or finding its leading eigenvalues and eigenfunctions, is a fundamental task in many machine learning and scien…