"approximate message passing" Papers

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Generative diffusion for perceptron problems: statistical physics analysis and efficient algorithms

Davide Straziota, Elizaveta Demyanenko, Carlo Baldassi et al.

NEURIPS 2025arXiv:2502.16292
2
citations

Learning with Restricted Boltzmann Machines: Asymptotics of AMP and GD in High Dimensions

Yizhou Xu, Florent Krzakala, Lenka Zdeborová

NEURIPS 2025arXiv:2505.18046
1
citations

Time-Embedded Algorithm Unrolling for Computational MRI

Junno Yun, Yasar Utku Alcalar, Mehmet Akcakaya

NEURIPS 2025arXiv:2510.16321
1
citations

Compression of Structured Data with Autoencoders: Provable Benefit of Nonlinearities and Depth

Kevin Kögler, Aleksandr Shevchenko, Hamed Hassani et al.

ICML 2024arXiv:2402.05013
1
citations

Inferring Change Points in High-Dimensional Linear Regression via Approximate Message Passing

Gabriel Arpino, Xiaoqi Liu, Ramji Venkataramanan

ICML 2024arXiv:2404.07864