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2402.03655
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Operator SVD with Neural Networks via Nested Low-Rank Approximation
International Conference on Machine Learning (ICML), 2024
6 February 2024
J. Jon Ryu
Xiangxiang Xu
H. Erol
Yuheng Bu
Lizhong Zheng
G. Wornell
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Papers citing
"Operator SVD with Neural Networks via Nested Low-Rank Approximation"
8 / 8 papers shown
Contrastive Predictive Coding Done Right for Mutual Information Estimation
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Pavan Yeddanapudi
Xiangxiang Xu
G. Wornell
SSL
315
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29 Oct 2025
Eigenfunction Extraction for Ordered Representation Learning
Burak Varıcı
Che-Ping Tsai
Ritabrata Ray
Nicholas M. Boffi
Pradeep Ravikumar
110
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0
28 Oct 2025
STNet: Spectral Transformation Network for Solving Operator Eigenvalue Problem
Hong Wang
Jiang Yixuan
Jie Wang
Xinyi Li
Jian Luo
Huanshuo Dong
111
0
0
28 Oct 2025
Accelerating Eigenvalue Dataset Generation via Chebyshev Subspace Filter
Hong Wang
Jie Wang
Jian Luo
Huanshuo Dong
Yeqiu Chen
Runmin Jiang
Zhen Huang
140
0
0
27 Oct 2025
Revisiting Orbital Minimization Method for Neural Operator Decomposition
J. Jon Ryu
Samuel Zhou
G. Wornell
126
0
0
24 Oct 2025
Sequence Modeling with Spectral Mean Flows
Jinwoo Kim
Max Beier
Nicolas Hoischen
Nayun Kim
Seunghoon Hong
BDL
166
0
0
17 Oct 2025
An effective physics-informed neural operator framework for predicting wavefields
Xiao Ma
Tariq Alkhalifah
112
2
0
22 Jul 2025
Efficient Parametric SVD of Koopman Operator for Stochastic Dynamical Systems
Minchan Jeong
J. Jon Ryu
Se-Young Yun
G. Wornell
250
2
0
09 Jul 2025
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