"approximate message passing" Papers

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

Yizhou Xu, Florent Krzakala, Lenka Zdeborová

NeurIPS 2025posterarXiv:2505.18046

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

Kevin Kögler, Aleksandr Shevchenko, Hamed Hassani et al.

ICML 2024poster

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

Gabriel Arpino, Xiaoqi Liu, Ramji Venkataramanan

ICML 2024posterarXiv:2404.07864