conftrace_

approximate message passing

39 papers

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Also known as

AMP

Co-occurring keywords

state evolution (15) bayesian inference (1907) generalized linear model (138) asymptotic analysis (86) compressed sensing (201) message passing (579) high-dimensional estimation (43) phase transition (92) spectral method (204) parameter estimation (274)

Papers

Approximate message passing for amplitude based optimization ICML 2018
The committee machine: Computational to statistical gaps in learning a two-layers neural network NIPS 2018
Plug-in Estimation in High-Dimensional Linear Inverse Problems: A Rigorous Analysis NIPS 2018
Optimal Errors and Phase Transitions in High-Dimensional Generalized Linear Models COLT 2018
Learned D-AMP: Principled Neural Network based Compressive Image Recovery NIPS 2017
Rigorous Dynamics and Consistent Estimation in Arbitrarily Conditioned Linear Systems NIPS 2017
Mutual information for symmetric rank-one matrix estimation: A proof of the replica formula NIPS 2016
Swept Approximate Message Passing for Sparse Estimation ICML 2015
Scalable Inference for Neuronal Connectivity from Calcium Imaging NIPS 2014
Low-rank matrix reconstruction and clustering via approximate message passing NIPS 2013
Blind Calibration in Compressed Sensing using Message Passing Algorithms NIPS 2013
Approximate Message Passing with Consistent Parameter Estimation and Applications to Sparse Learning NIPS 2012
Neural Reconstruction with Approximate Message Passing (NeuRAMP) NIPS 2011
TrueSkill Through Time: Revisiting the History of Chess NIPS 2007