An Adaptive Multiparameter Penalty Selection Method for Multiconstraint and Multiblock ADMM. [PDF]
Lozenski L, McCann MT, Wohlberg B.
europepmc +1 more source
Inner-Loop-Free ADMM for Cryo-EM
Thanks to recent advances in signal processing, the interest for fast ℓ1-regularized reconstruction algorithms in cryo-electron microscopy (cryo-EM) has intensified.
Unser, Michaël +2 more
core +1 more source
Joint power-time resource optimization for multi-tag RFID wireless power transfer via model predictive control and ADMM. [PDF]
Yuan L, Wang X, Chen H, Wang Y.
europepmc +1 more source
High-Resolution Diffusion-Weighted Imaging With Self-Gated Self-Supervised Unrolled Reconstruction. [PDF]
Tan Z +4 more
europepmc +1 more source
Limited Communications Distributed Optimization via Deep Unfolded Distributed ADMM
Distributed optimization is a fundamental framework for collaborative inference and decision making in decentralized multi-agent systems. The operation is modeled as the joint minimization of a shared objective which typically depends on observations ...
Shlezinger, Nir, Noah, Yoav
core
Direct Cardiac T1 Mapping with Subspace Modeling and Free-breathing Data Acquisition. [PDF]
Marin T +8 more
europepmc +1 more source
Reconstruction algorithm for photoacoustic tomography based on the L-alternating direction method of multipliers model. [PDF]
Wang X, Ren X, Wang H.
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Linear Approximation to ADMM for MAP inference
Maximum a posteriori (MAP) inference is one of the fundamental inference tasks in graphical models. MAP inference is in general NP-hard, making approximate methods of interest for many problems. One successful class of approximate inference algorithms is
Tu Bao Ho +3 more
core
Federated Logistic Regression with Enhanced Privacy: A Dynamic Gaussian Perturbation Approach via ADMM from an Information-Theoretic Perspective. [PDF]
Yuan J, Wang Y, Ma H, Liu W.
europepmc +1 more source
Spin-Flip TDDFT within the Sternheimer Formulation: A Gaussian and Plane Wave Implementation. [PDF]
Hernandez-Segura LI, Luber S.
europepmc +1 more source

